Face Generation

In this project, you'll use generative adversarial networks to generate new images of faces.

Get the Data

You'll be using two datasets in this project:

  • MNIST
  • CelebA

Since the celebA dataset is complex and you're doing GANs in a project for the first time, we want you to test your neural network on MNIST before CelebA. Running the GANs on MNIST will allow you to see how well your model trains sooner.

If you're using FloydHub, set data_dir to "/input" and use the FloydHub data ID "R5KrjnANiKVhLWAkpXhNBe".

In [1]:
data_dir = './data'

# FloydHub - Use with data ID "R5KrjnANiKVhLWAkpXhNBe"
#data_dir = '/input'


"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import helper

helper.download_extract('mnist', data_dir)
helper.download_extract('celeba', data_dir)
Found mnist Data
Found celeba Data

Explore the Data

MNIST

As you're aware, the MNIST dataset contains images of handwritten digits. You can view the first number of examples by changing show_n_images.

In [2]:
show_n_images = 25

"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
%matplotlib inline
import os
from glob import glob
from matplotlib import pyplot

mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'mnist/*.jpg'))[:show_n_images], 28, 28, 'L')
pyplot.imshow(helper.images_square_grid(mnist_images, 'L'), cmap='gray')
Out[2]:
<matplotlib.image.AxesImage at 0x7f7e1f933668>

CelebA

The CelebFaces Attributes Dataset (CelebA) dataset contains over 200,000 celebrity images with annotations. Since you're going to be generating faces, you won't need the annotations. You can view the first number of examples by changing show_n_images.

In [3]:
show_n_images = 25

"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'img_align_celeba/*.jpg'))[:show_n_images], 28, 28, 'RGB')
pyplot.imshow(helper.images_square_grid(mnist_images, 'RGB'))
Out[3]:
<matplotlib.image.AxesImage at 0x7f7e1f816710>

Preprocess the Data

Since the project's main focus is on building the GANs, we'll preprocess the data for you. The values of the MNIST and CelebA dataset will be in the range of -0.5 to 0.5 of 28x28 dimensional images. The CelebA images will be cropped to remove parts of the image that don't include a face, then resized down to 28x28.

The MNIST images are black and white images with a single color channel while the CelebA images have 3 color channels (RGB color channel).

Build the Neural Network

You'll build the components necessary to build a GANs by implementing the following functions below:

  • model_inputs
  • discriminator
  • generator
  • model_loss
  • model_opt
  • train

Check the Version of TensorFlow and Access to GPU

This will check to make sure you have the correct version of TensorFlow and access to a GPU

In [4]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf

# Check TensorFlow Version
assert LooseVersion(tf.__version__) >= LooseVersion('1.0'), 'Please use TensorFlow version 1.0 or newer.  You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))

# Check for a GPU
if not tf.test.gpu_device_name():
    warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
    print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.1.0
Default GPU Device: /gpu:0

Input

Implement the model_inputs function to create TF Placeholders for the Neural Network. It should create the following placeholders:

  • Real input images placeholder with rank 4 using image_width, image_height, and image_channels.
  • Z input placeholder with rank 2 using z_dim.
  • Learning rate placeholder with rank 0.

Return the placeholders in the following the tuple (tensor of real input images, tensor of z data)

In [5]:
import problem_unittests as tests

def model_inputs(image_width, image_height, image_channels, z_dim):
    """
    Create the model inputs
    :param image_width: The input image width
    :param image_height: The input image height
    :param image_channels: The number of image channels
    :param z_dim: The dimension of Z
    :return: Tuple of (tensor of real input images, tensor of z data, learning rate)
    """
    # TODO: Implement Function
    input_real = tf.placeholder(tf.float32, 
                                shape=(None, image_width, image_height, image_channels),
                                name='input_real')
    inputs_z = tf.placeholder(tf.float32, (None, z_dim), name='input_z')
    learning_rate = tf.placeholder(tf.float32, name='learning_rate')

    return input_real, inputs_z, learning_rate


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_inputs(model_inputs)
Tests Passed

Discriminator

Implement discriminator to create a discriminator neural network that discriminates on images. This function should be able to reuse the variables in the neural network. Use tf.variable_scope with a scope name of "discriminator" to allow the variables to be reused. The function should return a tuple of (tensor output of the discriminator, tensor logits of the discriminator).

In [6]:
alpha = 0.2
def leaky_relu(x):
    return tf.maximum(alpha*x,x)
In [7]:
def discriminator(images, reuse=False):
    """
    Create the discriminator network
    :param images: Tensor of input image(s)
    :param reuse: Boolean if the weights should be reused
    :return: Tuple of (tensor output of the discriminator, tensor logits of the discriminator)
    """
    # TODO: Implement Function
    with tf.variable_scope('discriminator', reuse=reuse):
        conv_layer1 = tf.layers.conv2d(images, 64, 5, strides=2, padding='same')
        relu1 = leaky_relu(conv_layer1)
        
        conv_layer2 = tf.layers.conv2d(conv_layer1, 128, 5, strides=2, padding='same')
        conv_layer2 = tf.layers.batch_normalization(conv_layer2, training=True)
        relu2 = leaky_relu(conv_layer2)
        
        conv_layer3 = tf.layers.conv2d(conv_layer2, 256, 5, strides=2, padding='same')
        conv_layer3 = tf.layers.batch_normalization(conv_layer3, training=True)
        relu3 = leaky_relu(conv_layer3)
        
        conv_layer4 = tf.layers.conv2d(conv_layer3, 512, 5, strides=2, padding='same')
        conv_layer4 = tf.layers.batch_normalization(conv_layer4)
        relu4 = leaky_relu(conv_layer4)
        
        #Flat
        flat = tf.reshape(relu3, (-1, 4*4*256))
        
        #Logits
        logits = tf.layers.dense(flat, 1)
        out = tf.sigmoid(logits)

    return out, logits


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_discriminator(discriminator, tf)
Tests Passed

Generator

Implement generator to generate an image using z. This function should be able to reuse the variables in the neural network. Use tf.variable_scope with a scope name of "generator" to allow the variables to be reused. The function should return the generated 28 x 28 x out_channel_dim images.

In [16]:
def generator(z, out_channel_dim, is_train=True):
    """
    Create the generator network
    :param z: Input z
    :param out_channel_dim: The number of channels in the output image
    :param is_train: Boolean if generator is being used for training
    :return: The tensor output of the generator
    """
    # TODO: Implement Function
    with tf.variable_scope('generator', reuse=False if is_train==True else True):
        #Fully connected layer
        fully_conn = tf.layers.dense(z, 7*7*512)
        fully_conn = tf.reshape(fully_conn, (-1,7,7,512))
        fully_conn = tf.layers.batch_normalization(fully_conn, training=is_train)
        fully_conn = leaky_relu(fully_conn)
        # 7x7x512

        #Convolutions
        conv_layer1 = tf.layers.conv2d_transpose(fully_conn, 256, 5, strides=2, padding='same')
        conv_layer1 = tf.layers.batch_normalization(conv_layer1, training=is_train)
        conv_layer1 = leaky_relu(conv_layer1)
        # 14x14x256

        conv_layer2 = tf.layers.conv2d_transpose(conv_layer1, 128, 5, strides=1, padding='same')
        conv_layer2 = tf.layers.batch_normalization(conv_layer2, training=is_train)
        conv_layer2 = leaky_relu(conv_layer2)
        # 14x14x128

        conv_layer3 = tf.layers.conv2d_transpose(conv_layer2, 64, 5, strides=2, padding='same')
        conv_layer3 = tf.layers.batch_normalization(conv_layer3, training=is_train)
        conv_layer3 = leaky_relu(conv_layer3)
        # 28x28x64   

        # Output layer
        logits = tf.layers.conv2d_transpose(conv_layer3, out_channel_dim, 5, strides=1, padding='same')
        # 28x28xout_dim 

        gen_out = tf.tanh(logits)

    return gen_out


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_generator(generator, tf)
Tests Passed

Loss

Implement model_loss to build the GANs for training and calculate the loss. The function should return a tuple of (discriminator loss, generator loss). Use the following functions you implemented:

  • discriminator(images, reuse=False)
  • generator(z, out_channel_dim, is_train=True)
In [17]:
def model_loss(input_real, input_z, out_channel_dim):
    """
    Get the loss for the discriminator and generator
    :param input_real: Images from the real dataset
    :param input_z: Z input
    :param out_channel_dim: The number of channels in the output image
    :return: A tuple of (discriminator loss, generator loss)
    """
    # TODO: Implement Function
    # Label smoothing 
    smooth = 0.1
    
    g_model = generator(input_z, out_channel_dim, is_train=True)
    d_model_real, d_logits_real = discriminator(input_real, reuse=False)
    d_model_fake, d_logits_fake = discriminator(g_model, reuse=True)
    
    d_loss_real = tf.reduce_mean(
        tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_real,
                                                labels=(tf.ones_like(d_model_real)*(1-smooth)) ))
    
    d_loss_fake = tf.reduce_mean(
        tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake,
                                                labels=tf.zeros_like(d_model_fake)))

    dicriminator_loss = d_loss_real + d_loss_fake
    
    g_loss = tf.reduce_mean(
        tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake, labels=tf.ones_like(d_model_fake)))

    
    return dicriminator_loss, g_loss


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_loss(model_loss)
Tests Passed

Optimization

Implement model_opt to create the optimization operations for the GANs. Use tf.trainable_variables to get all the trainable variables. Filter the variables with names that are in the discriminator and generator scope names. The function should return a tuple of (discriminator training operation, generator training operation).

In [18]:
def model_opt(d_loss, g_loss, learning_rate, beta1):
    """
    Get optimization operations
    :param d_loss: Discriminator loss Tensor
    :param g_loss: Generator loss Tensor
    :param learning_rate: Learning Rate Placeholder
    :param beta1: The exponential decay rate for the 1st moment in the optimizer
    :return: A tuple of (discriminator training operation, generator training operation)
    """
    # TODO: Implement Function
    # Get weights and bias to update
    t_vars = tf.trainable_variables()
    d_vars = [var for var in t_vars if var.name.startswith('discriminator')]
    g_vars = [var for var in t_vars if var.name.startswith('generator')]

    # Optimize
    with tf.control_dependencies(tf.get_collection(tf.GraphKeys.UPDATE_OPS)):
        d_train_opt = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(d_loss, var_list=d_vars)
        g_train_opt = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(g_loss, var_list=g_vars)
    
    return d_train_opt, g_train_opt


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_opt(model_opt, tf)
Tests Passed

Neural Network Training

Show Output

Use this function to show the current output of the generator during training. It will help you determine how well the GANs is training.

In [19]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np

def show_generator_output(sess, n_images, input_z, out_channel_dim, image_mode):
    """
    Show example output for the generator
    :param sess: TensorFlow session
    :param n_images: Number of Images to display
    :param input_z: Input Z Tensor
    :param out_channel_dim: The number of channels in the output image
    :param image_mode: The mode to use for images ("RGB" or "L")
    """
    cmap = None if image_mode == 'RGB' else 'gray'
    z_dim = input_z.get_shape().as_list()[-1]
    example_z = np.random.uniform(-1, 1, size=[n_images, z_dim])

    samples = sess.run(
        generator(input_z, out_channel_dim, False),
        feed_dict={input_z: example_z})

    images_grid = helper.images_square_grid(samples, image_mode)
    pyplot.imshow(images_grid, cmap=cmap)
    pyplot.show()

Train

Implement train to build and train the GANs. Use the following functions you implemented:

  • model_inputs(image_width, image_height, image_channels, z_dim)
  • model_loss(input_real, input_z, out_channel_dim)
  • model_opt(d_loss, g_loss, learning_rate, beta1)

Use the show_generator_output to show generator output while you train. Running show_generator_output for every batch will drastically increase training time and increase the size of the notebook. It's recommended to print the generator output every 100 batches.

In [20]:
def train(epoch_count, batch_size, z_dim, learning_rate, beta1, get_batches, data_shape, data_image_mode):
    """
    Train the GAN
    :param epoch_count: Number of epochs
    :param batch_size: Batch Size
    :param z_dim: Z dimension
    :param learning_rate: Learning Rate
    :param beta1: The exponential decay rate for the 1st moment in the optimizer
    :param get_batches: Function to get batches
    :param data_shape: Shape of the data
    :param data_image_mode: The image mode to use for images ("RGB" or "L")
    """
    # TODO: Build Model
    print("Shape:", data_shape)
    print("Learning rate:", learning_rate)
    img_width = data_shape[1]
    img_height = data_shape[2]
    img_channels = data_shape[3]
    
    # Init GAN
    input_real, input_z, lr = model_inputs(img_width, img_height, img_channels, z_dim)
    print(input_real)
    print(input_z)
    d_loss, g_loss = model_loss(input_real, input_z, img_channels)
    d_opt, g_opt = model_opt(d_loss, g_loss, learning_rate, beta1)
    
    # Train
    steps = 0
    saver = tf.train.Saver()    
    with tf.Session() as sess:
        sess.run(tf.global_variables_initializer())
        for epoch_i in range(epoch_count):
            for batch_images in get_batches(batch_size):
                # TODO: Train Model
                steps += 1
                
                #adjust the range
                batch_images *= 2
                
                batch_z = np.random.uniform(-1,1, size=(batch_size, z_dim))
                
                _ = sess.run(d_opt, feed_dict={input_real: batch_images, input_z: batch_z, lr: learning_rate})
                _ = sess.run(g_opt, feed_dict={input_real: batch_images, input_z: batch_z, lr: learning_rate})
                
                if steps % 5 == 0:
                    d_loss_train = d_loss.eval({input_z: batch_z, input_real: batch_images})
                    g_loss_train = g_loss.eval({input_z: batch_z})
                    
                    print("Epoch {}/{}...".format(epoch_i+1, epoch_count),
                         "Discriminator Loss: {:.4f}...".format(d_loss_train),
                         "Generator Loss: {:.4f}".format(g_loss_train))
                    
                if steps % 100 == 0:
                    show_generator_output(sess, 25, input_z, img_channels, data_image_mode)
                    
                
                

MNIST

Test your GANs architecture on MNIST. After 2 epochs, the GANs should be able to generate images that look like handwritten digits. Make sure the loss of the generator is lower than the loss of the discriminator or close to 0.

In [13]:
batch_size = 64
z_dim = 100
learning_rate = 0.0002
beta1 = 0.5
alpha = 0.2

tf.reset_default_graph()
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 3

mnist_dataset = helper.Dataset('mnist', glob(os.path.join(data_dir, 'mnist/*.jpg')))

with tf.Graph().as_default():
    train(epochs, batch_size, z_dim, learning_rate, beta1, mnist_dataset.get_batches,
          mnist_dataset.shape, mnist_dataset.image_mode)
Shape: (60000, 28, 28, 1)
Learning rate: 0.0002
Tensor("input_real:0", shape=(?, 28, 28, 1), dtype=float32)
Tensor("input_z:0", shape=(?, 100), dtype=float32)
Epoch 1/3... Discriminator Loss: 6.0822... Generator Loss: 0.0037
Epoch 1/3... Discriminator Loss: 6.0905... Generator Loss: 0.0052
Epoch 1/3... Discriminator Loss: 5.1466... Generator Loss: 0.0116
Epoch 1/3... Discriminator Loss: 0.5219... Generator Loss: 2.2454
Epoch 1/3... Discriminator Loss: 4.3805... Generator Loss: 0.0237
Epoch 1/3... Discriminator Loss: 0.3559... Generator Loss: 6.9227
Epoch 1/3... Discriminator Loss: 0.3841... Generator Loss: 3.4970
Epoch 1/3... Discriminator Loss: 0.3621... Generator Loss: 4.0656
Epoch 1/3... Discriminator Loss: 0.3437... Generator Loss: 11.4582
Epoch 1/3... Discriminator Loss: 0.4163... Generator Loss: 2.7562
Epoch 1/3... Discriminator Loss: 0.3992... Generator Loss: 2.8926
Epoch 1/3... Discriminator Loss: 0.5545... Generator Loss: 5.6646
Epoch 1/3... Discriminator Loss: 0.4015... Generator Loss: 3.3633
Epoch 1/3... Discriminator Loss: 1.4801... Generator Loss: 0.4955
Epoch 1/3... Discriminator Loss: 0.5072... Generator Loss: 4.3923
Epoch 1/3... Discriminator Loss: 0.3537... Generator Loss: 6.2240
Epoch 1/3... Discriminator Loss: 1.8052... Generator Loss: 0.5104
Epoch 1/3... Discriminator Loss: 0.7781... Generator Loss: 1.2836
Epoch 1/3... Discriminator Loss: 0.8335... Generator Loss: 1.2480
Epoch 1/3... Discriminator Loss: 0.5785... Generator Loss: 2.1525
Epoch 1/3... Discriminator Loss: 0.9029... Generator Loss: 1.0882
Epoch 1/3... Discriminator Loss: 0.9764... Generator Loss: 1.2225
Epoch 1/3... Discriminator Loss: 0.8071... Generator Loss: 1.2214
Epoch 1/3... Discriminator Loss: 0.6930... Generator Loss: 1.4470
Epoch 1/3... Discriminator Loss: 1.1244... Generator Loss: 0.9557
Epoch 1/3... Discriminator Loss: 0.8019... Generator Loss: 1.5602
Epoch 1/3... Discriminator Loss: 1.9883... Generator Loss: 0.3920
Epoch 1/3... Discriminator Loss: 1.0820... Generator Loss: 1.1834
Epoch 1/3... Discriminator Loss: 1.7256... Generator Loss: 0.3621
Epoch 1/3... Discriminator Loss: 1.9771... Generator Loss: 0.5938
Epoch 1/3... Discriminator Loss: 1.2074... Generator Loss: 0.8041
Epoch 1/3... Discriminator Loss: 1.4878... Generator Loss: 1.7054
Epoch 1/3... Discriminator Loss: 1.2966... Generator Loss: 0.8153
Epoch 1/3... Discriminator Loss: 1.3762... Generator Loss: 0.6862
Epoch 1/3... Discriminator Loss: 1.0592... Generator Loss: 1.0182
Epoch 1/3... Discriminator Loss: 1.5238... Generator Loss: 0.7505
Epoch 1/3... Discriminator Loss: 1.0842... Generator Loss: 1.2125
Epoch 1/3... Discriminator Loss: 1.5017... Generator Loss: 1.6108
Epoch 1/3... Discriminator Loss: 1.3837... Generator Loss: 1.0999
Epoch 1/3... Discriminator Loss: 1.2163... Generator Loss: 0.9069
Epoch 1/3... Discriminator Loss: 1.3221... Generator Loss: 0.9221
Epoch 1/3... Discriminator Loss: 1.4342... Generator Loss: 1.1022
Epoch 1/3... Discriminator Loss: 1.5856... Generator Loss: 0.5897
Epoch 1/3... Discriminator Loss: 1.4770... Generator Loss: 0.6105
Epoch 1/3... Discriminator Loss: 1.5221... Generator Loss: 0.5760
Epoch 1/3... Discriminator Loss: 1.3557... Generator Loss: 0.7356
Epoch 1/3... Discriminator Loss: 1.3648... Generator Loss: 0.8210
Epoch 1/3... Discriminator Loss: 1.2522... Generator Loss: 0.9171
Epoch 1/3... Discriminator Loss: 1.2526... Generator Loss: 0.8441
Epoch 1/3... Discriminator Loss: 1.3756... Generator Loss: 1.0233
Epoch 1/3... Discriminator Loss: 1.3939... Generator Loss: 0.9968
Epoch 1/3... Discriminator Loss: 1.4352... Generator Loss: 0.5685
Epoch 1/3... Discriminator Loss: 1.4148... Generator Loss: 0.8142
Epoch 1/3... Discriminator Loss: 1.3421... Generator Loss: 0.7412
Epoch 1/3... Discriminator Loss: 1.3516... Generator Loss: 1.0129
Epoch 1/3... Discriminator Loss: 1.2855... Generator Loss: 0.7629
Epoch 1/3... Discriminator Loss: 1.4498... Generator Loss: 0.6590
Epoch 1/3... Discriminator Loss: 1.2493... Generator Loss: 1.0339
Epoch 1/3... Discriminator Loss: 1.3799... Generator Loss: 0.8189
Epoch 1/3... Discriminator Loss: 1.3674... Generator Loss: 0.6274
Epoch 1/3... Discriminator Loss: 1.3991... Generator Loss: 0.6765
Epoch 1/3... Discriminator Loss: 1.2828... Generator Loss: 0.7801
Epoch 1/3... Discriminator Loss: 1.3470... Generator Loss: 0.7214
Epoch 1/3... Discriminator Loss: 1.3541... Generator Loss: 0.7674
Epoch 1/3... Discriminator Loss: 1.2457... Generator Loss: 0.8534
Epoch 1/3... Discriminator Loss: 1.4048... Generator Loss: 0.7517
Epoch 1/3... Discriminator Loss: 1.2894... Generator Loss: 0.7389
Epoch 1/3... Discriminator Loss: 1.3642... Generator Loss: 0.6967
Epoch 1/3... Discriminator Loss: 1.3444... Generator Loss: 0.9521
Epoch 1/3... Discriminator Loss: 1.3199... Generator Loss: 1.0001
Epoch 1/3... Discriminator Loss: 1.3911... Generator Loss: 0.7341
Epoch 1/3... Discriminator Loss: 1.3649... Generator Loss: 0.6568
Epoch 1/3... Discriminator Loss: 1.3327... Generator Loss: 0.8253
Epoch 1/3... Discriminator Loss: 1.3335... Generator Loss: 0.7805
Epoch 1/3... Discriminator Loss: 1.2180... Generator Loss: 0.9954
Epoch 1/3... Discriminator Loss: 1.3825... Generator Loss: 0.8383
Epoch 1/3... Discriminator Loss: 1.3432... Generator Loss: 0.6755
Epoch 1/3... Discriminator Loss: 1.2837... Generator Loss: 0.8964
Epoch 1/3... Discriminator Loss: 1.2621... Generator Loss: 1.0894
Epoch 1/3... Discriminator Loss: 1.2883... Generator Loss: 0.9690
Epoch 1/3... Discriminator Loss: 1.2802... Generator Loss: 0.7778
Epoch 1/3... Discriminator Loss: 1.3586... Generator Loss: 0.7886
Epoch 1/3... Discriminator Loss: 1.2202... Generator Loss: 0.7653
Epoch 1/3... Discriminator Loss: 1.1832... Generator Loss: 0.9075
Epoch 1/3... Discriminator Loss: 1.2226... Generator Loss: 0.8506
Epoch 1/3... Discriminator Loss: 1.2669... Generator Loss: 0.9455
Epoch 1/3... Discriminator Loss: 1.2384... Generator Loss: 1.0066
Epoch 1/3... Discriminator Loss: 1.2742... Generator Loss: 0.7807
Epoch 1/3... Discriminator Loss: 1.2439... Generator Loss: 0.9864
Epoch 1/3... Discriminator Loss: 1.2070... Generator Loss: 0.9361
Epoch 1/3... Discriminator Loss: 1.2198... Generator Loss: 0.8669
Epoch 1/3... Discriminator Loss: 1.2914... Generator Loss: 0.7406
Epoch 1/3... Discriminator Loss: 1.2565... Generator Loss: 0.9403
Epoch 1/3... Discriminator Loss: 1.2308... Generator Loss: 0.8802
Epoch 1/3... Discriminator Loss: 1.1822... Generator Loss: 0.9247
Epoch 1/3... Discriminator Loss: 1.1953... Generator Loss: 0.8113
Epoch 1/3... Discriminator Loss: 1.2065... Generator Loss: 0.9724
Epoch 1/3... Discriminator Loss: 1.1724... Generator Loss: 0.9989
Epoch 1/3... Discriminator Loss: 1.1676... Generator Loss: 1.0549
Epoch 1/3... Discriminator Loss: 1.2644... Generator Loss: 0.7621
Epoch 1/3... Discriminator Loss: 1.2704... Generator Loss: 0.8454
Epoch 1/3... Discriminator Loss: 1.1862... Generator Loss: 0.9737
Epoch 1/3... Discriminator Loss: 1.1935... Generator Loss: 0.9377
Epoch 1/3... Discriminator Loss: 1.1496... Generator Loss: 1.0704
Epoch 1/3... Discriminator Loss: 1.2642... Generator Loss: 1.1472
Epoch 1/3... Discriminator Loss: 1.1790... Generator Loss: 0.8943
Epoch 1/3... Discriminator Loss: 1.2441... Generator Loss: 0.9227
Epoch 1/3... Discriminator Loss: 1.1837... Generator Loss: 0.9019
Epoch 1/3... Discriminator Loss: 1.1124... Generator Loss: 1.0181
Epoch 1/3... Discriminator Loss: 1.1796... Generator Loss: 1.1385
Epoch 1/3... Discriminator Loss: 1.1935... Generator Loss: 1.0121
Epoch 1/3... Discriminator Loss: 1.1597... Generator Loss: 1.2439
Epoch 1/3... Discriminator Loss: 1.1815... Generator Loss: 1.0395
Epoch 1/3... Discriminator Loss: 1.2423... Generator Loss: 1.0711
Epoch 1/3... Discriminator Loss: 1.2568... Generator Loss: 0.8193
Epoch 1/3... Discriminator Loss: 1.1942... Generator Loss: 0.9573
Epoch 1/3... Discriminator Loss: 1.1760... Generator Loss: 0.8863
Epoch 1/3... Discriminator Loss: 1.1000... Generator Loss: 1.0335
Epoch 1/3... Discriminator Loss: 1.2177... Generator Loss: 0.9247
Epoch 1/3... Discriminator Loss: 1.1380... Generator Loss: 0.9031
Epoch 1/3... Discriminator Loss: 1.2888... Generator Loss: 0.8223
Epoch 1/3... Discriminator Loss: 1.2285... Generator Loss: 0.8973
Epoch 1/3... Discriminator Loss: 1.2082... Generator Loss: 1.0183
Epoch 1/3... Discriminator Loss: 1.1684... Generator Loss: 1.0480
Epoch 1/3... Discriminator Loss: 1.1943... Generator Loss: 1.0607
Epoch 1/3... Discriminator Loss: 1.2665... Generator Loss: 0.7175
Epoch 1/3... Discriminator Loss: 1.1552... Generator Loss: 1.2632
Epoch 1/3... Discriminator Loss: 1.1618... Generator Loss: 1.2210
Epoch 1/3... Discriminator Loss: 1.1714... Generator Loss: 0.7840
Epoch 1/3... Discriminator Loss: 1.0893... Generator Loss: 1.0710
Epoch 1/3... Discriminator Loss: 1.2411... Generator Loss: 0.7691
Epoch 1/3... Discriminator Loss: 1.2070... Generator Loss: 0.8297
Epoch 1/3... Discriminator Loss: 1.0703... Generator Loss: 1.0271
Epoch 1/3... Discriminator Loss: 1.1359... Generator Loss: 1.0561
Epoch 1/3... Discriminator Loss: 1.0986... Generator Loss: 0.9710
Epoch 1/3... Discriminator Loss: 1.1564... Generator Loss: 0.9606
Epoch 1/3... Discriminator Loss: 1.1720... Generator Loss: 1.2299
Epoch 1/3... Discriminator Loss: 1.1524... Generator Loss: 1.0919
Epoch 1/3... Discriminator Loss: 1.0923... Generator Loss: 0.9804
Epoch 1/3... Discriminator Loss: 1.1552... Generator Loss: 0.8332
Epoch 1/3... Discriminator Loss: 1.1379... Generator Loss: 1.1651
Epoch 1/3... Discriminator Loss: 1.1446... Generator Loss: 1.0296
Epoch 1/3... Discriminator Loss: 1.0936... Generator Loss: 1.0654
Epoch 1/3... Discriminator Loss: 1.0932... Generator Loss: 1.0345
Epoch 1/3... Discriminator Loss: 1.1241... Generator Loss: 0.9524
Epoch 1/3... Discriminator Loss: 1.1833... Generator Loss: 0.9402
Epoch 1/3... Discriminator Loss: 1.2097... Generator Loss: 0.7752
Epoch 1/3... Discriminator Loss: 1.1157... Generator Loss: 0.8773
Epoch 1/3... Discriminator Loss: 1.1207... Generator Loss: 0.8131
Epoch 1/3... Discriminator Loss: 1.1101... Generator Loss: 0.9801
Epoch 1/3... Discriminator Loss: 1.1219... Generator Loss: 1.0599
Epoch 1/3... Discriminator Loss: 1.1626... Generator Loss: 0.9398
Epoch 1/3... Discriminator Loss: 1.1466... Generator Loss: 0.9743
Epoch 1/3... Discriminator Loss: 1.0873... Generator Loss: 1.0488
Epoch 1/3... Discriminator Loss: 1.1084... Generator Loss: 0.9987
Epoch 1/3... Discriminator Loss: 1.0832... Generator Loss: 1.2452
Epoch 1/3... Discriminator Loss: 1.2150... Generator Loss: 0.9172
Epoch 1/3... Discriminator Loss: 1.1563... Generator Loss: 1.0183
Epoch 1/3... Discriminator Loss: 1.1295... Generator Loss: 0.9767
Epoch 1/3... Discriminator Loss: 1.1890... Generator Loss: 1.1316
Epoch 1/3... Discriminator Loss: 1.1877... Generator Loss: 0.9734
Epoch 1/3... Discriminator Loss: 1.1643... Generator Loss: 0.8495
Epoch 1/3... Discriminator Loss: 1.1053... Generator Loss: 1.0885
Epoch 1/3... Discriminator Loss: 1.1777... Generator Loss: 0.7547
Epoch 1/3... Discriminator Loss: 1.1543... Generator Loss: 0.8011
Epoch 1/3... Discriminator Loss: 1.1937... Generator Loss: 1.0675
Epoch 1/3... Discriminator Loss: 1.2200... Generator Loss: 0.8180
Epoch 1/3... Discriminator Loss: 1.1860... Generator Loss: 1.0418
Epoch 1/3... Discriminator Loss: 1.1639... Generator Loss: 1.1522
Epoch 1/3... Discriminator Loss: 1.1656... Generator Loss: 0.9395
Epoch 1/3... Discriminator Loss: 1.1755... Generator Loss: 1.1045
Epoch 1/3... Discriminator Loss: 1.0976... Generator Loss: 1.0851
Epoch 1/3... Discriminator Loss: 1.1752... Generator Loss: 0.9984
Epoch 1/3... Discriminator Loss: 1.1130... Generator Loss: 0.9913
Epoch 1/3... Discriminator Loss: 1.1541... Generator Loss: 0.8342
Epoch 1/3... Discriminator Loss: 1.1044... Generator Loss: 0.9413
Epoch 1/3... Discriminator Loss: 1.0828... Generator Loss: 1.1198
Epoch 1/3... Discriminator Loss: 1.1000... Generator Loss: 1.0256
Epoch 1/3... Discriminator Loss: 1.1582... Generator Loss: 0.9397
Epoch 1/3... Discriminator Loss: 1.2709... Generator Loss: 0.7134
Epoch 1/3... Discriminator Loss: 1.1046... Generator Loss: 0.9978
Epoch 1/3... Discriminator Loss: 1.1003... Generator Loss: 1.1755
Epoch 1/3... Discriminator Loss: 1.3237... Generator Loss: 0.6796
Epoch 1/3... Discriminator Loss: 1.1230... Generator Loss: 1.0540
Epoch 1/3... Discriminator Loss: 1.1725... Generator Loss: 0.9492
Epoch 1/3... Discriminator Loss: 1.1507... Generator Loss: 1.0714
Epoch 1/3... Discriminator Loss: 1.1849... Generator Loss: 0.9876
Epoch 2/3... Discriminator Loss: 1.1433... Generator Loss: 0.8538
Epoch 2/3... Discriminator Loss: 1.2806... Generator Loss: 0.8714
Epoch 2/3... Discriminator Loss: 1.1948... Generator Loss: 0.9774
Epoch 2/3... Discriminator Loss: 1.2077... Generator Loss: 0.8392
Epoch 2/3... Discriminator Loss: 1.2475... Generator Loss: 1.0571
Epoch 2/3... Discriminator Loss: 1.2476... Generator Loss: 0.9308
Epoch 2/3... Discriminator Loss: 1.1719... Generator Loss: 0.8803
Epoch 2/3... Discriminator Loss: 1.2001... Generator Loss: 0.8998
Epoch 2/3... Discriminator Loss: 1.2071... Generator Loss: 1.0400
Epoch 2/3... Discriminator Loss: 1.2845... Generator Loss: 0.6687
Epoch 2/3... Discriminator Loss: 1.2756... Generator Loss: 0.8020
Epoch 2/3... Discriminator Loss: 1.2493... Generator Loss: 1.1815
Epoch 2/3... Discriminator Loss: 1.1799... Generator Loss: 1.0429
Epoch 2/3... Discriminator Loss: 1.2188... Generator Loss: 1.0002
Epoch 2/3... Discriminator Loss: 1.1815... Generator Loss: 1.1070
Epoch 2/3... Discriminator Loss: 1.2241... Generator Loss: 1.1796
Epoch 2/3... Discriminator Loss: 1.1579... Generator Loss: 1.2061
Epoch 2/3... Discriminator Loss: 1.2456... Generator Loss: 0.9168
Epoch 2/3... Discriminator Loss: 1.1368... Generator Loss: 1.0452
Epoch 2/3... Discriminator Loss: 1.2588... Generator Loss: 1.0708
Epoch 2/3... Discriminator Loss: 1.1549... Generator Loss: 1.1244
Epoch 2/3... Discriminator Loss: 1.1904... Generator Loss: 0.9776
Epoch 2/3... Discriminator Loss: 1.2105... Generator Loss: 0.9200
Epoch 2/3... Discriminator Loss: 1.2008... Generator Loss: 0.7950
Epoch 2/3... Discriminator Loss: 1.2343... Generator Loss: 1.1517
Epoch 2/3... Discriminator Loss: 1.1170... Generator Loss: 1.0392
Epoch 2/3... Discriminator Loss: 1.2469... Generator Loss: 0.8390
Epoch 2/3... Discriminator Loss: 1.3367... Generator Loss: 0.9577
Epoch 2/3... Discriminator Loss: 1.1272... Generator Loss: 1.1449
Epoch 2/3... Discriminator Loss: 1.2601... Generator Loss: 0.7677
Epoch 2/3... Discriminator Loss: 1.2327... Generator Loss: 0.7868
Epoch 2/3... Discriminator Loss: 1.2330... Generator Loss: 0.8995
Epoch 2/3... Discriminator Loss: 1.2679... Generator Loss: 1.0032
Epoch 2/3... Discriminator Loss: 1.2310... Generator Loss: 1.0042
Epoch 2/3... Discriminator Loss: 1.2735... Generator Loss: 0.9530
Epoch 2/3... Discriminator Loss: 1.2620... Generator Loss: 0.8981
Epoch 2/3... Discriminator Loss: 1.1829... Generator Loss: 0.9124
Epoch 2/3... Discriminator Loss: 1.2477... Generator Loss: 0.8741
Epoch 2/3... Discriminator Loss: 1.2405... Generator Loss: 0.8305
Epoch 2/3... Discriminator Loss: 1.2768... Generator Loss: 0.6751
Epoch 2/3... Discriminator Loss: 1.2512... Generator Loss: 0.7250
Epoch 2/3... Discriminator Loss: 1.2036... Generator Loss: 0.7533
Epoch 2/3... Discriminator Loss: 1.2537... Generator Loss: 1.0272
Epoch 2/3... Discriminator Loss: 1.2069... Generator Loss: 0.8876
Epoch 2/3... Discriminator Loss: 1.3035... Generator Loss: 0.7537
Epoch 2/3... Discriminator Loss: 1.1554... Generator Loss: 0.9248
Epoch 2/3... Discriminator Loss: 1.3077... Generator Loss: 0.7248
Epoch 2/3... Discriminator Loss: 1.2285... Generator Loss: 0.8783
Epoch 2/3... Discriminator Loss: 1.2716... Generator Loss: 0.7379
Epoch 2/3... Discriminator Loss: 1.2665... Generator Loss: 1.0252
Epoch 2/3... Discriminator Loss: 1.2645... Generator Loss: 1.0439
Epoch 2/3... Discriminator Loss: 1.3115... Generator Loss: 0.8481
Epoch 2/3... Discriminator Loss: 1.2324... Generator Loss: 1.0633
Epoch 2/3... Discriminator Loss: 1.2049... Generator Loss: 0.9506
Epoch 2/3... Discriminator Loss: 1.3710... Generator Loss: 0.7572
Epoch 2/3... Discriminator Loss: 1.1755... Generator Loss: 0.8182
Epoch 2/3... Discriminator Loss: 1.3338... Generator Loss: 0.7219
Epoch 2/3... Discriminator Loss: 1.2168... Generator Loss: 0.8552
Epoch 2/3... Discriminator Loss: 1.2318... Generator Loss: 0.9047
Epoch 2/3... Discriminator Loss: 1.2404... Generator Loss: 1.0559
Epoch 2/3... Discriminator Loss: 1.2460... Generator Loss: 0.7636
Epoch 2/3... Discriminator Loss: 1.2625... Generator Loss: 1.0034
Epoch 2/3... Discriminator Loss: 1.1810... Generator Loss: 0.8736
Epoch 2/3... Discriminator Loss: 1.2649... Generator Loss: 0.9293
Epoch 2/3... Discriminator Loss: 1.2544... Generator Loss: 0.8981
Epoch 2/3... Discriminator Loss: 1.2226... Generator Loss: 0.9890
Epoch 2/3... Discriminator Loss: 1.2655... Generator Loss: 0.9801
Epoch 2/3... Discriminator Loss: 1.2978... Generator Loss: 0.8475
Epoch 2/3... Discriminator Loss: 1.2139... Generator Loss: 0.8273
Epoch 2/3... Discriminator Loss: 1.2038... Generator Loss: 0.8564
Epoch 2/3... Discriminator Loss: 1.3100... Generator Loss: 0.7305
Epoch 2/3... Discriminator Loss: 1.2339... Generator Loss: 0.8653
Epoch 2/3... Discriminator Loss: 1.3107... Generator Loss: 0.6747
Epoch 2/3... Discriminator Loss: 1.2487... Generator Loss: 1.0213
Epoch 2/3... Discriminator Loss: 1.2210... Generator Loss: 1.1324
Epoch 2/3... Discriminator Loss: 1.2686... Generator Loss: 0.7668
Epoch 2/3... Discriminator Loss: 1.2148... Generator Loss: 0.8323
Epoch 2/3... Discriminator Loss: 1.2456... Generator Loss: 1.0367
Epoch 2/3... Discriminator Loss: 1.1441... Generator Loss: 0.8462
Epoch 2/3... Discriminator Loss: 1.2295... Generator Loss: 0.7936
Epoch 2/3... Discriminator Loss: 1.2042... Generator Loss: 0.8665
Epoch 2/3... Discriminator Loss: 1.2926... Generator Loss: 0.9217
Epoch 2/3... Discriminator Loss: 1.2031... Generator Loss: 0.8184
Epoch 2/3... Discriminator Loss: 1.2318... Generator Loss: 0.9660
Epoch 2/3... Discriminator Loss: 1.2574... Generator Loss: 0.8633
Epoch 2/3... Discriminator Loss: 1.2347... Generator Loss: 0.8022
Epoch 2/3... Discriminator Loss: 1.2134... Generator Loss: 0.9214
Epoch 2/3... Discriminator Loss: 1.2483... Generator Loss: 0.9176
Epoch 2/3... Discriminator Loss: 1.2662... Generator Loss: 0.9976
Epoch 2/3... Discriminator Loss: 1.3515... Generator Loss: 1.2329
Epoch 2/3... Discriminator Loss: 1.2227... Generator Loss: 1.0106
Epoch 2/3... Discriminator Loss: 1.2478... Generator Loss: 0.8011
Epoch 2/3... Discriminator Loss: 1.2065... Generator Loss: 0.8723
Epoch 2/3... Discriminator Loss: 1.3200... Generator Loss: 0.7049
Epoch 2/3... Discriminator Loss: 1.3062... Generator Loss: 0.6615
Epoch 2/3... Discriminator Loss: 1.1684... Generator Loss: 0.9043
Epoch 2/3... Discriminator Loss: 1.3475... Generator Loss: 0.7418
Epoch 2/3... Discriminator Loss: 1.2934... Generator Loss: 0.8126
Epoch 2/3... Discriminator Loss: 1.2937... Generator Loss: 0.8537
Epoch 2/3... Discriminator Loss: 1.2879... Generator Loss: 0.8872
Epoch 2/3... Discriminator Loss: 1.2766... Generator Loss: 0.8923
Epoch 2/3... Discriminator Loss: 1.2338... Generator Loss: 0.8530
Epoch 2/3... Discriminator Loss: 1.2544... Generator Loss: 0.9927
Epoch 2/3... Discriminator Loss: 1.1653... Generator Loss: 1.0515
Epoch 2/3... Discriminator Loss: 1.3518... Generator Loss: 0.9345
Epoch 2/3... Discriminator Loss: 1.2646... Generator Loss: 0.9191
Epoch 2/3... Discriminator Loss: 1.2502... Generator Loss: 1.1185
Epoch 2/3... Discriminator Loss: 1.2301... Generator Loss: 0.8480
Epoch 2/3... Discriminator Loss: 1.3180... Generator Loss: 0.7334
Epoch 2/3... Discriminator Loss: 1.1805... Generator Loss: 0.9664
Epoch 2/3... Discriminator Loss: 1.2429... Generator Loss: 0.9248
Epoch 2/3... Discriminator Loss: 1.2128... Generator Loss: 1.1815
Epoch 2/3... Discriminator Loss: 1.2002... Generator Loss: 0.8960
Epoch 2/3... Discriminator Loss: 1.2792... Generator Loss: 1.0028
Epoch 2/3... Discriminator Loss: 1.2163... Generator Loss: 0.9620
Epoch 2/3... Discriminator Loss: 1.2067... Generator Loss: 1.0259
Epoch 2/3... Discriminator Loss: 1.2773... Generator Loss: 0.8709
Epoch 2/3... Discriminator Loss: 1.2044... Generator Loss: 1.0064
Epoch 2/3... Discriminator Loss: 1.2658... Generator Loss: 0.9078
Epoch 2/3... Discriminator Loss: 1.2398... Generator Loss: 0.9149
Epoch 2/3... Discriminator Loss: 1.2038... Generator Loss: 0.9474
Epoch 2/3... Discriminator Loss: 1.3095... Generator Loss: 0.7479
Epoch 2/3... Discriminator Loss: 1.2703... Generator Loss: 0.8522
Epoch 2/3... Discriminator Loss: 1.2007... Generator Loss: 0.8734
Epoch 2/3... Discriminator Loss: 1.3235... Generator Loss: 0.7890
Epoch 2/3... Discriminator Loss: 1.1609... Generator Loss: 1.0063
Epoch 2/3... Discriminator Loss: 1.2990... Generator Loss: 0.8074
Epoch 2/3... Discriminator Loss: 1.2677... Generator Loss: 0.9102
Epoch 2/3... Discriminator Loss: 1.2236... Generator Loss: 1.0200
Epoch 2/3... Discriminator Loss: 1.2856... Generator Loss: 0.7692
Epoch 2/3... Discriminator Loss: 1.3009... Generator Loss: 0.8883
Epoch 2/3... Discriminator Loss: 1.2195... Generator Loss: 0.8278
Epoch 2/3... Discriminator Loss: 1.2749... Generator Loss: 0.8486
Epoch 2/3... Discriminator Loss: 1.2520... Generator Loss: 0.8128
Epoch 2/3... Discriminator Loss: 1.2580... Generator Loss: 0.8278
Epoch 2/3... Discriminator Loss: 1.3257... Generator Loss: 0.6917
Epoch 2/3... Discriminator Loss: 1.2405... Generator Loss: 0.8619
Epoch 2/3... Discriminator Loss: 1.3357... Generator Loss: 0.8998
Epoch 2/3... Discriminator Loss: 1.2382... Generator Loss: 0.9872
Epoch 2/3... Discriminator Loss: 1.3227... Generator Loss: 0.7006
Epoch 2/3... Discriminator Loss: 1.2301... Generator Loss: 0.7639
Epoch 2/3... Discriminator Loss: 1.1748... Generator Loss: 1.0001
Epoch 2/3... Discriminator Loss: 1.2756... Generator Loss: 1.0010
Epoch 2/3... Discriminator Loss: 1.2571... Generator Loss: 0.8032
Epoch 2/3... Discriminator Loss: 1.3271... Generator Loss: 0.8535
Epoch 2/3... Discriminator Loss: 1.3282... Generator Loss: 0.8423
Epoch 2/3... Discriminator Loss: 1.2592... Generator Loss: 0.8898
Epoch 2/3... Discriminator Loss: 1.3465... Generator Loss: 0.7740
Epoch 2/3... Discriminator Loss: 1.2949... Generator Loss: 0.8259
Epoch 2/3... Discriminator Loss: 1.2629... Generator Loss: 1.0515
Epoch 2/3... Discriminator Loss: 1.2179... Generator Loss: 0.9194
Epoch 2/3... Discriminator Loss: 1.3173... Generator Loss: 0.7385
Epoch 2/3... Discriminator Loss: 1.2540... Generator Loss: 0.7842
Epoch 2/3... Discriminator Loss: 1.1779... Generator Loss: 1.0465
Epoch 2/3... Discriminator Loss: 1.2585... Generator Loss: 0.8882
Epoch 2/3... Discriminator Loss: 1.2415... Generator Loss: 1.0192
Epoch 2/3... Discriminator Loss: 1.2933... Generator Loss: 0.8559
Epoch 2/3... Discriminator Loss: 1.2048... Generator Loss: 0.8679
Epoch 2/3... Discriminator Loss: 1.3268... Generator Loss: 0.9951
Epoch 2/3... Discriminator Loss: 1.1774... Generator Loss: 0.9475
Epoch 2/3... Discriminator Loss: 1.2300... Generator Loss: 0.8048
Epoch 2/3... Discriminator Loss: 1.2950... Generator Loss: 0.8013
Epoch 2/3... Discriminator Loss: 1.2803... Generator Loss: 0.9546
Epoch 2/3... Discriminator Loss: 1.3077... Generator Loss: 0.8159
Epoch 2/3... Discriminator Loss: 1.2168... Generator Loss: 0.8002
Epoch 2/3... Discriminator Loss: 1.3182... Generator Loss: 0.7213
Epoch 2/3... Discriminator Loss: 1.2056... Generator Loss: 0.9956
Epoch 2/3... Discriminator Loss: 1.3047... Generator Loss: 0.7731
Epoch 2/3... Discriminator Loss: 1.2385... Generator Loss: 0.7339
Epoch 2/3... Discriminator Loss: 1.2324... Generator Loss: 0.9397
Epoch 2/3... Discriminator Loss: 1.2219... Generator Loss: 0.9561
Epoch 2/3... Discriminator Loss: 1.2616... Generator Loss: 0.9694
Epoch 2/3... Discriminator Loss: 1.3256... Generator Loss: 0.9557
Epoch 2/3... Discriminator Loss: 1.1991... Generator Loss: 1.0943
Epoch 2/3... Discriminator Loss: 1.1683... Generator Loss: 0.9044
Epoch 2/3... Discriminator Loss: 1.2054... Generator Loss: 1.0466
Epoch 2/3... Discriminator Loss: 1.3443... Generator Loss: 0.8303
Epoch 2/3... Discriminator Loss: 1.2541... Generator Loss: 1.0756
Epoch 2/3... Discriminator Loss: 1.2525... Generator Loss: 0.9253
Epoch 2/3... Discriminator Loss: 1.2778... Generator Loss: 0.7713
Epoch 2/3... Discriminator Loss: 1.2620... Generator Loss: 0.8221
Epoch 2/3... Discriminator Loss: 1.3104... Generator Loss: 0.7342
Epoch 2/3... Discriminator Loss: 1.3202... Generator Loss: 0.8853
Epoch 2/3... Discriminator Loss: 1.2451... Generator Loss: 0.8729
Epoch 2/3... Discriminator Loss: 1.2746... Generator Loss: 0.9721
Epoch 2/3... Discriminator Loss: 1.2646... Generator Loss: 0.7354
Epoch 2/3... Discriminator Loss: 1.3137... Generator Loss: 0.7306
Epoch 3/3... Discriminator Loss: 1.2068... Generator Loss: 0.8893
Epoch 3/3... Discriminator Loss: 1.2974... Generator Loss: 0.8749
Epoch 3/3... Discriminator Loss: 1.2769... Generator Loss: 0.9261
Epoch 3/3... Discriminator Loss: 1.2256... Generator Loss: 1.0550
Epoch 3/3... Discriminator Loss: 1.2316... Generator Loss: 1.0843
Epoch 3/3... Discriminator Loss: 1.3046... Generator Loss: 0.9467
Epoch 3/3... Discriminator Loss: 1.2198... Generator Loss: 0.8875
Epoch 3/3... Discriminator Loss: 1.2494... Generator Loss: 0.8539
Epoch 3/3... Discriminator Loss: 1.2761... Generator Loss: 0.8769
Epoch 3/3... Discriminator Loss: 1.2395... Generator Loss: 0.8824
Epoch 3/3... Discriminator Loss: 1.2512... Generator Loss: 0.9453
Epoch 3/3... Discriminator Loss: 1.2113... Generator Loss: 1.0930
Epoch 3/3... Discriminator Loss: 1.1914... Generator Loss: 1.0191
Epoch 3/3... Discriminator Loss: 1.2861... Generator Loss: 0.8589
Epoch 3/3... Discriminator Loss: 1.3179... Generator Loss: 0.8256
Epoch 3/3... Discriminator Loss: 1.2050... Generator Loss: 0.9259
Epoch 3/3... Discriminator Loss: 1.3141... Generator Loss: 0.8291
Epoch 3/3... Discriminator Loss: 1.3449... Generator Loss: 0.7780
Epoch 3/3... Discriminator Loss: 1.2876... Generator Loss: 0.9510
Epoch 3/3... Discriminator Loss: 1.1724... Generator Loss: 1.0374
Epoch 3/3... Discriminator Loss: 1.2598... Generator Loss: 0.8574
Epoch 3/3... Discriminator Loss: 1.3113... Generator Loss: 0.7513
Epoch 3/3... Discriminator Loss: 1.2309... Generator Loss: 0.8744
Epoch 3/3... Discriminator Loss: 1.2870... Generator Loss: 0.8307
Epoch 3/3... Discriminator Loss: 1.2375... Generator Loss: 0.8729
Epoch 3/3... Discriminator Loss: 1.1983... Generator Loss: 0.8583
Epoch 3/3... Discriminator Loss: 1.2575... Generator Loss: 0.7879
Epoch 3/3... Discriminator Loss: 1.3025... Generator Loss: 0.7193
Epoch 3/3... Discriminator Loss: 1.2399... Generator Loss: 0.8538
Epoch 3/3... Discriminator Loss: 1.2491... Generator Loss: 0.9712
Epoch 3/3... Discriminator Loss: 1.3793... Generator Loss: 0.5967
Epoch 3/3... Discriminator Loss: 1.2971... Generator Loss: 0.7743
Epoch 3/3... Discriminator Loss: 1.2524... Generator Loss: 0.8310
Epoch 3/3... Discriminator Loss: 1.3217... Generator Loss: 0.7517
Epoch 3/3... Discriminator Loss: 1.2563... Generator Loss: 0.9727
Epoch 3/3... Discriminator Loss: 1.2610... Generator Loss: 1.0401
Epoch 3/3... Discriminator Loss: 1.3018... Generator Loss: 0.8129
Epoch 3/3... Discriminator Loss: 1.1703... Generator Loss: 0.9191
Epoch 3/3... Discriminator Loss: 1.3179... Generator Loss: 0.7469
Epoch 3/3... Discriminator Loss: 1.2892... Generator Loss: 0.8451
Epoch 3/3... Discriminator Loss: 1.2350... Generator Loss: 0.9310
Epoch 3/3... Discriminator Loss: 1.2677... Generator Loss: 0.8284
Epoch 3/3... Discriminator Loss: 1.3133... Generator Loss: 0.7372
Epoch 3/3... Discriminator Loss: 1.2501... Generator Loss: 0.8621
Epoch 3/3... Discriminator Loss: 1.3161... Generator Loss: 1.0535
Epoch 3/3... Discriminator Loss: 1.2216... Generator Loss: 0.9041
Epoch 3/3... Discriminator Loss: 1.3300... Generator Loss: 0.7973
Epoch 3/3... Discriminator Loss: 1.2979... Generator Loss: 0.8424
Epoch 3/3... Discriminator Loss: 1.2566... Generator Loss: 0.7130
Epoch 3/3... Discriminator Loss: 1.2957... Generator Loss: 0.7998
Epoch 3/3... Discriminator Loss: 1.2955... Generator Loss: 0.8259
Epoch 3/3... Discriminator Loss: 1.3281... Generator Loss: 0.7517
Epoch 3/3... Discriminator Loss: 1.2644... Generator Loss: 0.8198
Epoch 3/3... Discriminator Loss: 1.2058... Generator Loss: 1.0466
Epoch 3/3... Discriminator Loss: 1.2201... Generator Loss: 0.9088
Epoch 3/3... Discriminator Loss: 1.2789... Generator Loss: 0.8535
Epoch 3/3... Discriminator Loss: 1.2683... Generator Loss: 0.9729
Epoch 3/3... Discriminator Loss: 1.2612... Generator Loss: 0.8741
Epoch 3/3... Discriminator Loss: 1.2224... Generator Loss: 0.7996
Epoch 3/3... Discriminator Loss: 1.2911... Generator Loss: 0.7825
Epoch 3/3... Discriminator Loss: 1.3108... Generator Loss: 0.8258
Epoch 3/3... Discriminator Loss: 1.3058... Generator Loss: 0.7980
Epoch 3/3... Discriminator Loss: 1.3258... Generator Loss: 0.8921
Epoch 3/3... Discriminator Loss: 1.1836... Generator Loss: 0.9478
Epoch 3/3... Discriminator Loss: 1.2214... Generator Loss: 0.8734
Epoch 3/3... Discriminator Loss: 1.2098... Generator Loss: 0.8944
Epoch 3/3... Discriminator Loss: 1.2786... Generator Loss: 0.8437
Epoch 3/3... Discriminator Loss: 1.2253... Generator Loss: 0.8763
Epoch 3/3... Discriminator Loss: 1.2847... Generator Loss: 0.9502
Epoch 3/3... Discriminator Loss: 1.2736... Generator Loss: 1.1106
Epoch 3/3... Discriminator Loss: 1.2380... Generator Loss: 0.8393
Epoch 3/3... Discriminator Loss: 1.3260... Generator Loss: 0.9009
Epoch 3/3... Discriminator Loss: 1.3353... Generator Loss: 0.8878
Epoch 3/3... Discriminator Loss: 1.1962... Generator Loss: 0.8133
Epoch 3/3... Discriminator Loss: 1.2517... Generator Loss: 0.9754
Epoch 3/3... Discriminator Loss: 1.2873... Generator Loss: 0.8001
Epoch 3/3... Discriminator Loss: 1.2862... Generator Loss: 0.8133
Epoch 3/3... Discriminator Loss: 1.3002... Generator Loss: 0.9048
Epoch 3/3... Discriminator Loss: 1.3016... Generator Loss: 0.7418
Epoch 3/3... Discriminator Loss: 1.1996... Generator Loss: 0.9520
Epoch 3/3... Discriminator Loss: 1.2629... Generator Loss: 0.9265
Epoch 3/3... Discriminator Loss: 1.2216... Generator Loss: 0.9132
Epoch 3/3... Discriminator Loss: 1.2564... Generator Loss: 0.9988
Epoch 3/3... Discriminator Loss: 1.2592... Generator Loss: 0.7880
Epoch 3/3... Discriminator Loss: 1.2101... Generator Loss: 0.9240
Epoch 3/3... Discriminator Loss: 1.2834... Generator Loss: 0.8397
Epoch 3/3... Discriminator Loss: 1.3443... Generator Loss: 0.8265
Epoch 3/3... Discriminator Loss: 1.1931... Generator Loss: 1.1792
Epoch 3/3... Discriminator Loss: 1.2660... Generator Loss: 0.9226
Epoch 3/3... Discriminator Loss: 1.3392... Generator Loss: 0.7134
Epoch 3/3... Discriminator Loss: 1.2555... Generator Loss: 0.8355
Epoch 3/3... Discriminator Loss: 1.1927... Generator Loss: 0.9679
Epoch 3/3... Discriminator Loss: 1.2662... Generator Loss: 0.7880
Epoch 3/3... Discriminator Loss: 1.2680... Generator Loss: 0.8952
Epoch 3/3... Discriminator Loss: 1.3044... Generator Loss: 0.9335
Epoch 3/3... Discriminator Loss: 1.3239... Generator Loss: 0.9147
Epoch 3/3... Discriminator Loss: 1.2972... Generator Loss: 0.7749
Epoch 3/3... Discriminator Loss: 1.2221... Generator Loss: 0.8733
Epoch 3/3... Discriminator Loss: 1.2008... Generator Loss: 1.0265
Epoch 3/3... Discriminator Loss: 1.3339... Generator Loss: 0.9317
Epoch 3/3... Discriminator Loss: 1.2097... Generator Loss: 0.9047
Epoch 3/3... Discriminator Loss: 1.2277... Generator Loss: 1.0307
Epoch 3/3... Discriminator Loss: 1.2268... Generator Loss: 0.9497
Epoch 3/3... Discriminator Loss: 1.2268... Generator Loss: 0.8581
Epoch 3/3... Discriminator Loss: 1.2890... Generator Loss: 0.8731
Epoch 3/3... Discriminator Loss: 1.2723... Generator Loss: 1.0328
Epoch 3/3... Discriminator Loss: 1.2753... Generator Loss: 0.9736
Epoch 3/3... Discriminator Loss: 1.2497... Generator Loss: 0.9943
Epoch 3/3... Discriminator Loss: 1.2065... Generator Loss: 0.9196
Epoch 3/3... Discriminator Loss: 1.2754... Generator Loss: 0.7678
Epoch 3/3... Discriminator Loss: 1.3152... Generator Loss: 0.7845
Epoch 3/3... Discriminator Loss: 1.2804... Generator Loss: 0.9415
Epoch 3/3... Discriminator Loss: 1.2628... Generator Loss: 0.9900
Epoch 3/3... Discriminator Loss: 1.3090... Generator Loss: 0.9136
Epoch 3/3... Discriminator Loss: 1.2961... Generator Loss: 0.7761
Epoch 3/3... Discriminator Loss: 1.3110... Generator Loss: 0.8716
Epoch 3/3... Discriminator Loss: 1.2473... Generator Loss: 0.9973
Epoch 3/3... Discriminator Loss: 1.2579... Generator Loss: 0.8409
Epoch 3/3... Discriminator Loss: 1.3047... Generator Loss: 0.9256
Epoch 3/3... Discriminator Loss: 1.2869... Generator Loss: 0.9164
Epoch 3/3... Discriminator Loss: 1.2742... Generator Loss: 0.8760
Epoch 3/3... Discriminator Loss: 1.2616... Generator Loss: 1.0528
Epoch 3/3... Discriminator Loss: 1.2952... Generator Loss: 0.8715
Epoch 3/3... Discriminator Loss: 1.1943... Generator Loss: 0.8084
Epoch 3/3... Discriminator Loss: 1.3227... Generator Loss: 0.8153
Epoch 3/3... Discriminator Loss: 1.2709... Generator Loss: 0.9596
Epoch 3/3... Discriminator Loss: 1.2572... Generator Loss: 0.8070
Epoch 3/3... Discriminator Loss: 1.2790... Generator Loss: 0.9260
Epoch 3/3... Discriminator Loss: 1.2918... Generator Loss: 0.8628
Epoch 3/3... Discriminator Loss: 1.2413... Generator Loss: 0.8104
Epoch 3/3... Discriminator Loss: 1.3421... Generator Loss: 1.0929
Epoch 3/3... Discriminator Loss: 1.3092... Generator Loss: 0.8029
Epoch 3/3... Discriminator Loss: 1.3543... Generator Loss: 0.8395
Epoch 3/3... Discriminator Loss: 1.3532... Generator Loss: 0.7979
Epoch 3/3... Discriminator Loss: 1.2648... Generator Loss: 0.8250
Epoch 3/3... Discriminator Loss: 1.2493... Generator Loss: 0.8725
Epoch 3/3... Discriminator Loss: 1.2569... Generator Loss: 0.8066
Epoch 3/3... Discriminator Loss: 1.2638... Generator Loss: 0.7744
Epoch 3/3... Discriminator Loss: 1.3561... Generator Loss: 0.6789
Epoch 3/3... Discriminator Loss: 1.1857... Generator Loss: 0.9691
Epoch 3/3... Discriminator Loss: 1.3254... Generator Loss: 0.8210
Epoch 3/3... Discriminator Loss: 1.2639... Generator Loss: 0.8842
Epoch 3/3... Discriminator Loss: 1.2480... Generator Loss: 1.0374
Epoch 3/3... Discriminator Loss: 1.3719... Generator Loss: 0.8021
Epoch 3/3... Discriminator Loss: 1.2912... Generator Loss: 0.8206
Epoch 3/3... Discriminator Loss: 1.2877... Generator Loss: 0.7702
Epoch 3/3... Discriminator Loss: 1.2684... Generator Loss: 0.9471
Epoch 3/3... Discriminator Loss: 1.2073... Generator Loss: 0.9213
Epoch 3/3... Discriminator Loss: 1.2550... Generator Loss: 0.8380
Epoch 3/3... Discriminator Loss: 1.2932... Generator Loss: 0.7732
Epoch 3/3... Discriminator Loss: 1.1705... Generator Loss: 0.9685
Epoch 3/3... Discriminator Loss: 1.2248... Generator Loss: 0.9207
Epoch 3/3... Discriminator Loss: 1.3385... Generator Loss: 0.8323
Epoch 3/3... Discriminator Loss: 1.2749... Generator Loss: 0.8143
Epoch 3/3... Discriminator Loss: 1.2486... Generator Loss: 0.8610
Epoch 3/3... Discriminator Loss: 1.2789... Generator Loss: 0.7400
Epoch 3/3... Discriminator Loss: 1.3307... Generator Loss: 1.1392
Epoch 3/3... Discriminator Loss: 1.3268... Generator Loss: 0.8348
Epoch 3/3... Discriminator Loss: 1.2874... Generator Loss: 0.8786
Epoch 3/3... Discriminator Loss: 1.3341... Generator Loss: 0.8067
Epoch 3/3... Discriminator Loss: 1.3058... Generator Loss: 0.9638
Epoch 3/3... Discriminator Loss: 1.2440... Generator Loss: 0.8726
Epoch 3/3... Discriminator Loss: 1.2092... Generator Loss: 0.8944
Epoch 3/3... Discriminator Loss: 1.3755... Generator Loss: 0.7872
Epoch 3/3... Discriminator Loss: 1.3251... Generator Loss: 0.7160
Epoch 3/3... Discriminator Loss: 1.3018... Generator Loss: 0.9089
Epoch 3/3... Discriminator Loss: 1.2614... Generator Loss: 0.8771
Epoch 3/3... Discriminator Loss: 1.2569... Generator Loss: 0.9192
Epoch 3/3... Discriminator Loss: 1.3429... Generator Loss: 0.9129
Epoch 3/3... Discriminator Loss: 1.2434... Generator Loss: 0.8912
Epoch 3/3... Discriminator Loss: 1.2450... Generator Loss: 0.9984
Epoch 3/3... Discriminator Loss: 1.2936... Generator Loss: 0.9297
Epoch 3/3... Discriminator Loss: 1.2745... Generator Loss: 0.8711
Epoch 3/3... Discriminator Loss: 1.2651... Generator Loss: 0.8864
Epoch 3/3... Discriminator Loss: 1.2911... Generator Loss: 0.8577
Epoch 3/3... Discriminator Loss: 1.2846... Generator Loss: 0.8031
Epoch 3/3... Discriminator Loss: 1.3321... Generator Loss: 0.8636
Epoch 3/3... Discriminator Loss: 1.2923... Generator Loss: 0.7928
Epoch 3/3... Discriminator Loss: 1.2767... Generator Loss: 0.8724
Epoch 3/3... Discriminator Loss: 1.2724... Generator Loss: 0.9925
Epoch 3/3... Discriminator Loss: 1.3222... Generator Loss: 0.9694
Epoch 3/3... Discriminator Loss: 1.2889... Generator Loss: 0.8175
Epoch 3/3... Discriminator Loss: 1.2743... Generator Loss: 0.9242
Epoch 3/3... Discriminator Loss: 1.2469... Generator Loss: 0.8394
Epoch 3/3... Discriminator Loss: 1.2892... Generator Loss: 0.8311
Epoch 3/3... Discriminator Loss: 1.3805... Generator Loss: 0.8947
Epoch 3/3... Discriminator Loss: 1.2862... Generator Loss: 0.8229
Epoch 3/3... Discriminator Loss: 1.3048... Generator Loss: 0.8887

CelebA

Run your GANs on CelebA. It will take around 20 minutes on the average GPU to run one epoch. You can run the whole epoch or stop when it starts to generate realistic faces.

In [21]:
batch_size = 64
z_dim = 100
learning_rate = 0.0002
beta1 = 0.2
alpha = 0.08

"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 8

celeba_dataset = helper.Dataset('celeba', glob(os.path.join(data_dir, 'img_align_celeba/*.jpg')))
with tf.Graph().as_default():
    train(epochs, batch_size, z_dim, learning_rate, beta1, celeba_dataset.get_batches,
          celeba_dataset.shape, celeba_dataset.image_mode)
Shape: (202599, 28, 28, 3)
Learning rate: 0.0002
Tensor("input_real:0", shape=(?, 28, 28, 3), dtype=float32)
Tensor("input_z:0", shape=(?, 100), dtype=float32)
Epoch 1/8... Discriminator Loss: 5.6727... Generator Loss: 0.0065
Epoch 1/8... Discriminator Loss: 4.1182... Generator Loss: 0.0299
Epoch 1/8... Discriminator Loss: 2.5774... Generator Loss: 0.1505
Epoch 1/8... Discriminator Loss: 2.3401... Generator Loss: 0.2038
Epoch 1/8... Discriminator Loss: 1.5940... Generator Loss: 0.4234
Epoch 1/8... Discriminator Loss: 1.5297... Generator Loss: 0.4345
Epoch 1/8... Discriminator Loss: 1.5945... Generator Loss: 0.3976
Epoch 1/8... Discriminator Loss: 1.3815... Generator Loss: 0.5211
Epoch 1/8... Discriminator Loss: 1.3213... Generator Loss: 0.5749
Epoch 1/8... Discriminator Loss: 1.1766... Generator Loss: 0.6460
Epoch 1/8... Discriminator Loss: 1.2861... Generator Loss: 0.6062
Epoch 1/8... Discriminator Loss: 2.1495... Generator Loss: 1.1784
Epoch 1/8... Discriminator Loss: 3.0137... Generator Loss: 0.0888
Epoch 1/8... Discriminator Loss: 1.4661... Generator Loss: 1.7004
Epoch 1/8... Discriminator Loss: 1.8774... Generator Loss: 0.2899
Epoch 1/8... Discriminator Loss: 1.2280... Generator Loss: 2.0175
Epoch 1/8... Discriminator Loss: 2.0816... Generator Loss: 0.2378
Epoch 1/8... Discriminator Loss: 1.5085... Generator Loss: 1.6587
Epoch 1/8... Discriminator Loss: 1.9167... Generator Loss: 0.2614
Epoch 1/8... Discriminator Loss: 1.2576... Generator Loss: 1.1974
Epoch 1/8... Discriminator Loss: 1.1661... Generator Loss: 0.8298
Epoch 1/8... Discriminator Loss: 1.0354... Generator Loss: 1.7466
Epoch 1/8... Discriminator Loss: 2.2245... Generator Loss: 0.1942
Epoch 1/8... Discriminator Loss: 1.0814... Generator Loss: 2.7923
Epoch 1/8... Discriminator Loss: 1.0281... Generator Loss: 0.7781
Epoch 1/8... Discriminator Loss: 0.8625... Generator Loss: 3.1057
Epoch 1/8... Discriminator Loss: 0.5339... Generator Loss: 2.0791
Epoch 1/8... Discriminator Loss: 1.2531... Generator Loss: 0.6126
Epoch 1/8... Discriminator Loss: 1.3126... Generator Loss: 1.5296
Epoch 1/8... Discriminator Loss: 0.6194... Generator Loss: 2.0009
Epoch 1/8... Discriminator Loss: 1.4340... Generator Loss: 1.7247
Epoch 1/8... Discriminator Loss: 1.3164... Generator Loss: 2.8738
Epoch 1/8... Discriminator Loss: 1.4607... Generator Loss: 0.4612
Epoch 1/8... Discriminator Loss: 0.8769... Generator Loss: 1.5079
Epoch 1/8... Discriminator Loss: 0.4512... Generator Loss: 2.9293
Epoch 1/8... Discriminator Loss: 0.9224... Generator Loss: 1.0139
Epoch 1/8... Discriminator Loss: 0.5870... Generator Loss: 3.3862
Epoch 1/8... Discriminator Loss: 1.2427... Generator Loss: 0.5753
Epoch 1/8... Discriminator Loss: 1.8456... Generator Loss: 3.0951
Epoch 1/8... Discriminator Loss: 1.3278... Generator Loss: 1.2247
Epoch 1/8... Discriminator Loss: 0.4911... Generator Loss: 2.3220
Epoch 1/8... Discriminator Loss: 1.3337... Generator Loss: 1.2073
Epoch 1/8... Discriminator Loss: 0.7198... Generator Loss: 3.4023
Epoch 1/8... Discriminator Loss: 0.8451... Generator Loss: 1.2377
Epoch 1/8... Discriminator Loss: 1.5412... Generator Loss: 0.4220
Epoch 1/8... Discriminator Loss: 1.2246... Generator Loss: 1.6140
Epoch 1/8... Discriminator Loss: 1.3403... Generator Loss: 2.0902
Epoch 1/8... Discriminator Loss: 1.2527... Generator Loss: 0.6166
Epoch 1/8... Discriminator Loss: 1.1556... Generator Loss: 1.2764
Epoch 1/8... Discriminator Loss: 1.2526... Generator Loss: 0.6056
Epoch 1/8... Discriminator Loss: 1.4750... Generator Loss: 1.6417
Epoch 1/8... Discriminator Loss: 0.7334... Generator Loss: 3.4474
Epoch 1/8... Discriminator Loss: 1.0186... Generator Loss: 0.7949
Epoch 1/8... Discriminator Loss: 0.9953... Generator Loss: 1.8594
Epoch 1/8... Discriminator Loss: 0.9677... Generator Loss: 0.9971
Epoch 1/8... Discriminator Loss: 1.1006... Generator Loss: 2.4648
Epoch 1/8... Discriminator Loss: 1.1256... Generator Loss: 0.7969
Epoch 1/8... Discriminator Loss: 0.6985... Generator Loss: 1.5804
Epoch 1/8... Discriminator Loss: 1.0083... Generator Loss: 4.3264
Epoch 1/8... Discriminator Loss: 1.1165... Generator Loss: 0.7618
Epoch 1/8... Discriminator Loss: 1.2568... Generator Loss: 0.6262
Epoch 1/8... Discriminator Loss: 1.1556... Generator Loss: 1.4945
Epoch 1/8... Discriminator Loss: 0.6829... Generator Loss: 1.5493
Epoch 1/8... Discriminator Loss: 0.5906... Generator Loss: 1.7843
Epoch 1/8... Discriminator Loss: 0.9788... Generator Loss: 2.3199
Epoch 1/8... Discriminator Loss: 0.7598... Generator Loss: 1.5957
Epoch 1/8... Discriminator Loss: 1.3319... Generator Loss: 1.7826
Epoch 1/8... Discriminator Loss: 0.5251... Generator Loss: 2.3887
Epoch 1/8... Discriminator Loss: 0.5863... Generator Loss: 1.9961
Epoch 1/8... Discriminator Loss: 0.5599... Generator Loss: 3.0342
Epoch 1/8... Discriminator Loss: 1.9781... Generator Loss: 0.2774
Epoch 1/8... Discriminator Loss: 0.9028... Generator Loss: 2.0608
Epoch 1/8... Discriminator Loss: 1.2299... Generator Loss: 0.6565
Epoch 1/8... Discriminator Loss: 1.0832... Generator Loss: 2.6990
Epoch 1/8... Discriminator Loss: 1.0533... Generator Loss: 0.7789
Epoch 1/8... Discriminator Loss: 0.7947... Generator Loss: 1.6063
Epoch 1/8... Discriminator Loss: 0.9107... Generator Loss: 2.9760
Epoch 1/8... Discriminator Loss: 1.7977... Generator Loss: 0.3156
Epoch 1/8... Discriminator Loss: 0.6962... Generator Loss: 2.3173
Epoch 1/8... Discriminator Loss: 0.6688... Generator Loss: 1.9855
Epoch 1/8... Discriminator Loss: 0.4794... Generator Loss: 2.9214
Epoch 1/8... Discriminator Loss: 0.6250... Generator Loss: 1.5553
Epoch 1/8... Discriminator Loss: 2.5997... Generator Loss: 2.9369
Epoch 1/8... Discriminator Loss: 1.1664... Generator Loss: 0.6906
Epoch 1/8... Discriminator Loss: 0.7835... Generator Loss: 2.1411
Epoch 1/8... Discriminator Loss: 0.7151... Generator Loss: 1.4421
Epoch 1/8... Discriminator Loss: 1.0026... Generator Loss: 2.2843
Epoch 1/8... Discriminator Loss: 1.2264... Generator Loss: 0.6250
Epoch 1/8... Discriminator Loss: 1.0757... Generator Loss: 2.4015
Epoch 1/8... Discriminator Loss: 0.6969... Generator Loss: 1.5958
Epoch 1/8... Discriminator Loss: 1.1190... Generator Loss: 2.9780
Epoch 1/8... Discriminator Loss: 0.6833... Generator Loss: 1.9684
Epoch 1/8... Discriminator Loss: 1.5510... Generator Loss: 0.4331
Epoch 1/8... Discriminator Loss: 1.5656... Generator Loss: 1.9957
Epoch 1/8... Discriminator Loss: 1.0942... Generator Loss: 0.7259
Epoch 1/8... Discriminator Loss: 0.7264... Generator Loss: 1.9270
Epoch 1/8... Discriminator Loss: 0.7262... Generator Loss: 1.3473
Epoch 1/8... Discriminator Loss: 1.2534... Generator Loss: 2.7415
Epoch 1/8... Discriminator Loss: 0.9464... Generator Loss: 0.8793
Epoch 1/8... Discriminator Loss: 0.6528... Generator Loss: 2.6166
Epoch 1/8... Discriminator Loss: 0.5966... Generator Loss: 1.9455
Epoch 1/8... Discriminator Loss: 0.5905... Generator Loss: 3.0889
Epoch 1/8... Discriminator Loss: 0.5567... Generator Loss: 2.1303
Epoch 1/8... Discriminator Loss: 1.1687... Generator Loss: 0.6468
Epoch 1/8... Discriminator Loss: 1.1464... Generator Loss: 1.7568
Epoch 1/8... Discriminator Loss: 0.8681... Generator Loss: 0.9904
Epoch 1/8... Discriminator Loss: 1.1403... Generator Loss: 1.4602
Epoch 1/8... Discriminator Loss: 0.6063... Generator Loss: 2.0064
Epoch 1/8... Discriminator Loss: 1.9318... Generator Loss: 1.6062
Epoch 1/8... Discriminator Loss: 0.6924... Generator Loss: 1.4108
Epoch 1/8... Discriminator Loss: 1.2360... Generator Loss: 0.9846
Epoch 1/8... Discriminator Loss: 0.8951... Generator Loss: 1.5761
Epoch 1/8... Discriminator Loss: 0.7132... Generator Loss: 2.4828
Epoch 1/8... Discriminator Loss: 0.9420... Generator Loss: 0.9216
Epoch 1/8... Discriminator Loss: 2.1777... Generator Loss: 2.3418
Epoch 1/8... Discriminator Loss: 0.9058... Generator Loss: 1.1620
Epoch 1/8... Discriminator Loss: 0.6583... Generator Loss: 2.5891
Epoch 1/8... Discriminator Loss: 0.7641... Generator Loss: 2.2100
Epoch 1/8... Discriminator Loss: 0.6605... Generator Loss: 1.6790
Epoch 1/8... Discriminator Loss: 0.9149... Generator Loss: 0.9990
Epoch 1/8... Discriminator Loss: 1.0115... Generator Loss: 2.1581
Epoch 1/8... Discriminator Loss: 1.6437... Generator Loss: 0.3509
Epoch 1/8... Discriminator Loss: 1.0376... Generator Loss: 1.9982
Epoch 1/8... Discriminator Loss: 0.8628... Generator Loss: 1.0489
Epoch 1/8... Discriminator Loss: 0.8484... Generator Loss: 1.1877
Epoch 1/8... Discriminator Loss: 0.7671... Generator Loss: 1.5075
Epoch 1/8... Discriminator Loss: 0.7847... Generator Loss: 2.8331
Epoch 1/8... Discriminator Loss: 1.5270... Generator Loss: 0.4317
Epoch 1/8... Discriminator Loss: 0.8185... Generator Loss: 1.2240
Epoch 1/8... Discriminator Loss: 1.4149... Generator Loss: 3.0444
Epoch 1/8... Discriminator Loss: 0.9323... Generator Loss: 0.9838
Epoch 1/8... Discriminator Loss: 0.8240... Generator Loss: 2.2202
Epoch 1/8... Discriminator Loss: 1.1953... Generator Loss: 1.0348
Epoch 1/8... Discriminator Loss: 0.9052... Generator Loss: 1.0855
Epoch 1/8... Discriminator Loss: 0.7393... Generator Loss: 1.7660
Epoch 1/8... Discriminator Loss: 0.7309... Generator Loss: 1.4291
Epoch 1/8... Discriminator Loss: 0.7397... Generator Loss: 2.0790
Epoch 1/8... Discriminator Loss: 0.8048... Generator Loss: 1.6339
Epoch 1/8... Discriminator Loss: 1.3604... Generator Loss: 1.1828
Epoch 1/8... Discriminator Loss: 1.7295... Generator Loss: 1.1278
Epoch 1/8... Discriminator Loss: 1.4279... Generator Loss: 0.5970
Epoch 1/8... Discriminator Loss: 1.2579... Generator Loss: 0.8032
Epoch 1/8... Discriminator Loss: 1.2198... Generator Loss: 0.8243
Epoch 1/8... Discriminator Loss: 1.6073... Generator Loss: 1.7341
Epoch 1/8... Discriminator Loss: 0.9276... Generator Loss: 0.9707
Epoch 1/8... Discriminator Loss: 0.9437... Generator Loss: 1.0012
Epoch 1/8... Discriminator Loss: 1.2508... Generator Loss: 1.3284
Epoch 1/8... Discriminator Loss: 0.9407... Generator Loss: 1.2997
Epoch 1/8... Discriminator Loss: 1.1652... Generator Loss: 1.7627
Epoch 1/8... Discriminator Loss: 0.8192... Generator Loss: 1.7260
Epoch 1/8... Discriminator Loss: 1.0716... Generator Loss: 1.1093
Epoch 1/8... Discriminator Loss: 1.2932... Generator Loss: 1.1239
Epoch 1/8... Discriminator Loss: 1.0822... Generator Loss: 1.3444
Epoch 1/8... Discriminator Loss: 1.0730... Generator Loss: 0.8879
Epoch 1/8... Discriminator Loss: 1.2227... Generator Loss: 1.4385
Epoch 1/8... Discriminator Loss: 1.3753... Generator Loss: 1.1359
Epoch 1/8... Discriminator Loss: 1.2571... Generator Loss: 0.5978
Epoch 1/8... Discriminator Loss: 1.4921... Generator Loss: 0.7788
Epoch 1/8... Discriminator Loss: 1.4970... Generator Loss: 0.5240
Epoch 1/8... Discriminator Loss: 1.2849... Generator Loss: 0.8867
Epoch 1/8... Discriminator Loss: 1.2236... Generator Loss: 0.8361
Epoch 1/8... Discriminator Loss: 0.8831... Generator Loss: 1.2824
Epoch 1/8... Discriminator Loss: 1.2061... Generator Loss: 2.1518
Epoch 1/8... Discriminator Loss: 1.3973... Generator Loss: 0.5630
Epoch 1/8... Discriminator Loss: 0.7144... Generator Loss: 1.4393
Epoch 1/8... Discriminator Loss: 1.0949... Generator Loss: 0.8966
Epoch 1/8... Discriminator Loss: 1.2569... Generator Loss: 1.1647
Epoch 1/8... Discriminator Loss: 1.3596... Generator Loss: 0.9614
Epoch 1/8... Discriminator Loss: 0.9775... Generator Loss: 0.9268
Epoch 1/8... Discriminator Loss: 1.2961... Generator Loss: 1.3658
Epoch 1/8... Discriminator Loss: 1.7288... Generator Loss: 0.3402
Epoch 1/8... Discriminator Loss: 1.2638... Generator Loss: 0.9741
Epoch 1/8... Discriminator Loss: 0.9777... Generator Loss: 0.9684
Epoch 1/8... Discriminator Loss: 0.7135... Generator Loss: 1.9811
Epoch 1/8... Discriminator Loss: 0.9051... Generator Loss: 1.2165
Epoch 1/8... Discriminator Loss: 1.1385... Generator Loss: 2.4094
Epoch 1/8... Discriminator Loss: 1.6399... Generator Loss: 1.3423
Epoch 1/8... Discriminator Loss: 1.3762... Generator Loss: 0.7323
Epoch 1/8... Discriminator Loss: 1.3136... Generator Loss: 0.8045
Epoch 1/8... Discriminator Loss: 1.3663... Generator Loss: 0.9201
Epoch 1/8... Discriminator Loss: 1.1132... Generator Loss: 0.9495
Epoch 1/8... Discriminator Loss: 1.1313... Generator Loss: 0.7230
Epoch 1/8... Discriminator Loss: 1.8582... Generator Loss: 1.4099
Epoch 1/8... Discriminator Loss: 1.3396... Generator Loss: 0.7109
Epoch 1/8... Discriminator Loss: 1.3901... Generator Loss: 0.5475
Epoch 1/8... Discriminator Loss: 0.9449... Generator Loss: 1.1848
Epoch 1/8... Discriminator Loss: 1.0169... Generator Loss: 1.0954
Epoch 1/8... Discriminator Loss: 0.9924... Generator Loss: 1.1260
Epoch 1/8... Discriminator Loss: 1.2174... Generator Loss: 0.7655
Epoch 1/8... Discriminator Loss: 0.8488... Generator Loss: 1.4941
Epoch 1/8... Discriminator Loss: 2.2667... Generator Loss: 2.0787
Epoch 1/8... Discriminator Loss: 1.6280... Generator Loss: 0.3903
Epoch 1/8... Discriminator Loss: 1.3828... Generator Loss: 0.6707
Epoch 1/8... Discriminator Loss: 1.3072... Generator Loss: 0.8429
Epoch 1/8... Discriminator Loss: 1.1514... Generator Loss: 0.8151
Epoch 1/8... Discriminator Loss: 1.3640... Generator Loss: 1.5808
Epoch 1/8... Discriminator Loss: 1.2782... Generator Loss: 0.7383
Epoch 1/8... Discriminator Loss: 0.8414... Generator Loss: 1.2713
Epoch 1/8... Discriminator Loss: 1.2705... Generator Loss: 0.9677
Epoch 1/8... Discriminator Loss: 2.2907... Generator Loss: 1.7077
Epoch 1/8... Discriminator Loss: 1.4803... Generator Loss: 0.6104
Epoch 1/8... Discriminator Loss: 1.3929... Generator Loss: 0.6803
Epoch 1/8... Discriminator Loss: 1.3390... Generator Loss: 0.8431
Epoch 1/8... Discriminator Loss: 1.4309... Generator Loss: 0.6876
Epoch 1/8... Discriminator Loss: 1.3406... Generator Loss: 0.8894
Epoch 1/8... Discriminator Loss: 1.2216... Generator Loss: 0.9477
Epoch 1/8... Discriminator Loss: 0.9852... Generator Loss: 0.8632
Epoch 1/8... Discriminator Loss: 1.2926... Generator Loss: 0.7899
Epoch 1/8... Discriminator Loss: 1.3409... Generator Loss: 0.6758
Epoch 1/8... Discriminator Loss: 1.4261... Generator Loss: 0.7391
Epoch 1/8... Discriminator Loss: 1.3760... Generator Loss: 0.7809
Epoch 1/8... Discriminator Loss: 1.0171... Generator Loss: 1.1288
Epoch 1/8... Discriminator Loss: 1.3444... Generator Loss: 0.6678
Epoch 1/8... Discriminator Loss: 1.4640... Generator Loss: 0.9129
Epoch 1/8... Discriminator Loss: 1.2659... Generator Loss: 0.8765
Epoch 1/8... Discriminator Loss: 1.3464... Generator Loss: 0.7529
Epoch 1/8... Discriminator Loss: 0.7605... Generator Loss: 2.1138
Epoch 1/8... Discriminator Loss: 1.0552... Generator Loss: 1.3050
Epoch 1/8... Discriminator Loss: 1.6981... Generator Loss: 0.8261
Epoch 1/8... Discriminator Loss: 1.3453... Generator Loss: 0.6991
Epoch 1/8... Discriminator Loss: 1.1971... Generator Loss: 0.8365
Epoch 1/8... Discriminator Loss: 1.3138... Generator Loss: 0.7495
Epoch 1/8... Discriminator Loss: 1.2348... Generator Loss: 0.6567
Epoch 1/8... Discriminator Loss: 1.2145... Generator Loss: 0.9110
Epoch 1/8... Discriminator Loss: 1.3088... Generator Loss: 1.0145
Epoch 1/8... Discriminator Loss: 1.2822... Generator Loss: 0.5618
Epoch 1/8... Discriminator Loss: 1.7315... Generator Loss: 1.6750
Epoch 1/8... Discriminator Loss: 1.2744... Generator Loss: 0.8207
Epoch 1/8... Discriminator Loss: 0.7747... Generator Loss: 1.6725
Epoch 1/8... Discriminator Loss: 0.9569... Generator Loss: 1.2931
Epoch 1/8... Discriminator Loss: 1.2220... Generator Loss: 0.7531
Epoch 1/8... Discriminator Loss: 1.4412... Generator Loss: 0.5568
Epoch 1/8... Discriminator Loss: 1.3320... Generator Loss: 0.8227
Epoch 1/8... Discriminator Loss: 1.2881... Generator Loss: 0.9814
Epoch 1/8... Discriminator Loss: 0.8899... Generator Loss: 1.3799
Epoch 1/8... Discriminator Loss: 1.5194... Generator Loss: 1.4141
Epoch 1/8... Discriminator Loss: 0.9583... Generator Loss: 1.2328
Epoch 1/8... Discriminator Loss: 1.3195... Generator Loss: 0.8461
Epoch 1/8... Discriminator Loss: 0.7450... Generator Loss: 1.8077
Epoch 1/8... Discriminator Loss: 1.3762... Generator Loss: 1.2186
Epoch 1/8... Discriminator Loss: 1.2771... Generator Loss: 0.7496
Epoch 1/8... Discriminator Loss: 1.1823... Generator Loss: 0.8719
Epoch 1/8... Discriminator Loss: 1.1624... Generator Loss: 0.8846
Epoch 1/8... Discriminator Loss: 1.2747... Generator Loss: 1.0543
Epoch 1/8... Discriminator Loss: 1.1011... Generator Loss: 1.0712
Epoch 1/8... Discriminator Loss: 0.9767... Generator Loss: 0.9789
Epoch 1/8... Discriminator Loss: 1.5282... Generator Loss: 0.3898
Epoch 1/8... Discriminator Loss: 1.3088... Generator Loss: 0.7692
Epoch 1/8... Discriminator Loss: 1.3767... Generator Loss: 0.7478
Epoch 1/8... Discriminator Loss: 1.3928... Generator Loss: 0.7494
Epoch 1/8... Discriminator Loss: 1.3357... Generator Loss: 0.7505
Epoch 1/8... Discriminator Loss: 1.2331... Generator Loss: 0.7119
Epoch 1/8... Discriminator Loss: 1.2417... Generator Loss: 1.7105
Epoch 1/8... Discriminator Loss: 1.3333... Generator Loss: 1.0547
Epoch 1/8... Discriminator Loss: 1.2275... Generator Loss: 0.9468
Epoch 1/8... Discriminator Loss: 1.2805... Generator Loss: 0.8779
Epoch 1/8... Discriminator Loss: 1.4065... Generator Loss: 0.4980
Epoch 1/8... Discriminator Loss: 0.9419... Generator Loss: 1.4341
Epoch 1/8... Discriminator Loss: 1.3468... Generator Loss: 1.0147
Epoch 1/8... Discriminator Loss: 1.3826... Generator Loss: 0.5991
Epoch 1/8... Discriminator Loss: 1.3556... Generator Loss: 0.7598
Epoch 1/8... Discriminator Loss: 1.4524... Generator Loss: 1.0806
Epoch 1/8... Discriminator Loss: 1.0026... Generator Loss: 1.3847
Epoch 1/8... Discriminator Loss: 1.2688... Generator Loss: 0.8528
Epoch 1/8... Discriminator Loss: 1.3344... Generator Loss: 0.6542
Epoch 1/8... Discriminator Loss: 1.1573... Generator Loss: 0.9002
Epoch 1/8... Discriminator Loss: 1.4632... Generator Loss: 1.1696
Epoch 1/8... Discriminator Loss: 1.3890... Generator Loss: 0.5907
Epoch 1/8... Discriminator Loss: 0.9276... Generator Loss: 1.2424
Epoch 1/8... Discriminator Loss: 1.4913... Generator Loss: 1.2177
Epoch 1/8... Discriminator Loss: 1.3123... Generator Loss: 0.7270
Epoch 1/8... Discriminator Loss: 1.1070... Generator Loss: 1.1589
Epoch 1/8... Discriminator Loss: 1.1845... Generator Loss: 1.1767
Epoch 1/8... Discriminator Loss: 1.3947... Generator Loss: 0.5690
Epoch 1/8... Discriminator Loss: 1.5032... Generator Loss: 0.4606
Epoch 1/8... Discriminator Loss: 0.9711... Generator Loss: 2.2571
Epoch 1/8... Discriminator Loss: 1.3839... Generator Loss: 0.5424
Epoch 1/8... Discriminator Loss: 1.3549... Generator Loss: 0.7594
Epoch 1/8... Discriminator Loss: 1.4247... Generator Loss: 0.5781
Epoch 1/8... Discriminator Loss: 1.3463... Generator Loss: 0.6393
Epoch 1/8... Discriminator Loss: 1.3328... Generator Loss: 0.7818
Epoch 1/8... Discriminator Loss: 1.3006... Generator Loss: 0.7837
Epoch 1/8... Discriminator Loss: 1.3399... Generator Loss: 0.7020
Epoch 1/8... Discriminator Loss: 1.1816... Generator Loss: 0.7347
Epoch 1/8... Discriminator Loss: 1.7906... Generator Loss: 0.3240
Epoch 1/8... Discriminator Loss: 1.3820... Generator Loss: 0.9087
Epoch 1/8... Discriminator Loss: 1.4066... Generator Loss: 0.7101
Epoch 1/8... Discriminator Loss: 1.3600... Generator Loss: 0.7465
Epoch 1/8... Discriminator Loss: 1.3771... Generator Loss: 0.7259
Epoch 1/8... Discriminator Loss: 1.3885... Generator Loss: 0.7471
Epoch 1/8... Discriminator Loss: 0.8995... Generator Loss: 1.3928
Epoch 1/8... Discriminator Loss: 1.2558... Generator Loss: 0.7715
Epoch 1/8... Discriminator Loss: 1.2457... Generator Loss: 0.8632
Epoch 1/8... Discriminator Loss: 1.2191... Generator Loss: 1.0502
Epoch 1/8... Discriminator Loss: 1.2006... Generator Loss: 1.0049
Epoch 1/8... Discriminator Loss: 0.8922... Generator Loss: 1.8268
Epoch 1/8... Discriminator Loss: 2.0965... Generator Loss: 1.8643
Epoch 1/8... Discriminator Loss: 1.3885... Generator Loss: 0.5588
Epoch 1/8... Discriminator Loss: 1.4124... Generator Loss: 0.6295
Epoch 1/8... Discriminator Loss: 1.1632... Generator Loss: 0.9315
Epoch 1/8... Discriminator Loss: 1.2714... Generator Loss: 0.8477
Epoch 1/8... Discriminator Loss: 1.1413... Generator Loss: 0.9742
Epoch 1/8... Discriminator Loss: 0.8759... Generator Loss: 1.4696
Epoch 1/8... Discriminator Loss: 0.9409... Generator Loss: 1.4897
Epoch 1/8... Discriminator Loss: 1.3671... Generator Loss: 0.6166
Epoch 1/8... Discriminator Loss: 1.3410... Generator Loss: 0.8127
Epoch 1/8... Discriminator Loss: 1.3403... Generator Loss: 0.8055
Epoch 1/8... Discriminator Loss: 1.3004... Generator Loss: 0.9583
Epoch 1/8... Discriminator Loss: 1.2976... Generator Loss: 0.9156
Epoch 1/8... Discriminator Loss: 1.1745... Generator Loss: 0.8299
Epoch 1/8... Discriminator Loss: 1.1927... Generator Loss: 0.8817
Epoch 1/8... Discriminator Loss: 1.2690... Generator Loss: 1.3693
Epoch 1/8... Discriminator Loss: 1.3362... Generator Loss: 0.8098
Epoch 1/8... Discriminator Loss: 1.0482... Generator Loss: 1.0497
Epoch 1/8... Discriminator Loss: 1.2525... Generator Loss: 1.0717
Epoch 1/8... Discriminator Loss: 1.2682... Generator Loss: 0.6102
Epoch 1/8... Discriminator Loss: 1.3438... Generator Loss: 0.6364
Epoch 1/8... Discriminator Loss: 1.5341... Generator Loss: 1.2425
Epoch 1/8... Discriminator Loss: 1.4305... Generator Loss: 0.7417
Epoch 1/8... Discriminator Loss: 1.4002... Generator Loss: 0.7234
Epoch 1/8... Discriminator Loss: 1.3613... Generator Loss: 0.7465
Epoch 1/8... Discriminator Loss: 1.3534... Generator Loss: 0.8094
Epoch 1/8... Discriminator Loss: 1.4064... Generator Loss: 0.6819
Epoch 1/8... Discriminator Loss: 1.4567... Generator Loss: 0.6696
Epoch 1/8... Discriminator Loss: 1.3126... Generator Loss: 0.7869
Epoch 1/8... Discriminator Loss: 1.3455... Generator Loss: 0.7916
Epoch 1/8... Discriminator Loss: 1.6234... Generator Loss: 1.3007
Epoch 1/8... Discriminator Loss: 1.3093... Generator Loss: 0.8123
Epoch 1/8... Discriminator Loss: 1.3673... Generator Loss: 0.7188
Epoch 1/8... Discriminator Loss: 1.4390... Generator Loss: 0.6180
Epoch 1/8... Discriminator Loss: 1.0312... Generator Loss: 1.1259
Epoch 1/8... Discriminator Loss: 1.2829... Generator Loss: 0.8050
Epoch 1/8... Discriminator Loss: 1.0941... Generator Loss: 1.0462
Epoch 1/8... Discriminator Loss: 1.3982... Generator Loss: 0.7886
Epoch 1/8... Discriminator Loss: 1.3952... Generator Loss: 0.5239
Epoch 1/8... Discriminator Loss: 1.3676... Generator Loss: 0.9635
Epoch 1/8... Discriminator Loss: 1.3001... Generator Loss: 0.7962
Epoch 1/8... Discriminator Loss: 1.3125... Generator Loss: 0.8572
Epoch 1/8... Discriminator Loss: 1.2545... Generator Loss: 0.7891
Epoch 1/8... Discriminator Loss: 1.2516... Generator Loss: 1.2862
Epoch 1/8... Discriminator Loss: 1.3487... Generator Loss: 0.6670
Epoch 1/8... Discriminator Loss: 1.3373... Generator Loss: 0.7725
Epoch 1/8... Discriminator Loss: 1.3487... Generator Loss: 0.7426
Epoch 1/8... Discriminator Loss: 1.4510... Generator Loss: 0.8637
Epoch 1/8... Discriminator Loss: 1.4089... Generator Loss: 0.5601
Epoch 1/8... Discriminator Loss: 1.3208... Generator Loss: 0.7679
Epoch 1/8... Discriminator Loss: 1.2408... Generator Loss: 0.7992
Epoch 1/8... Discriminator Loss: 1.3301... Generator Loss: 0.7958
Epoch 1/8... Discriminator Loss: 1.2390... Generator Loss: 0.9267
Epoch 1/8... Discriminator Loss: 1.7589... Generator Loss: 0.2998
Epoch 1/8... Discriminator Loss: 1.3582... Generator Loss: 0.6404
Epoch 1/8... Discriminator Loss: 1.3044... Generator Loss: 0.8226
Epoch 1/8... Discriminator Loss: 1.3563... Generator Loss: 0.6547
Epoch 1/8... Discriminator Loss: 1.3299... Generator Loss: 0.7752
Epoch 1/8... Discriminator Loss: 1.2492... Generator Loss: 0.7596
Epoch 1/8... Discriminator Loss: 1.4034... Generator Loss: 0.6105
Epoch 1/8... Discriminator Loss: 1.4443... Generator Loss: 1.1389
Epoch 1/8... Discriminator Loss: 1.1917... Generator Loss: 0.9083
Epoch 1/8... Discriminator Loss: 1.3603... Generator Loss: 0.6813
Epoch 1/8... Discriminator Loss: 1.3371... Generator Loss: 0.6737
Epoch 1/8... Discriminator Loss: 1.1249... Generator Loss: 1.0457
Epoch 1/8... Discriminator Loss: 1.2468... Generator Loss: 0.8180
Epoch 1/8... Discriminator Loss: 1.4240... Generator Loss: 0.9304
Epoch 1/8... Discriminator Loss: 1.1361... Generator Loss: 0.8290
Epoch 1/8... Discriminator Loss: 1.1260... Generator Loss: 0.9582
Epoch 1/8... Discriminator Loss: 1.2640... Generator Loss: 0.7532
Epoch 1/8... Discriminator Loss: 1.2122... Generator Loss: 1.0376
Epoch 1/8... Discriminator Loss: 1.3263... Generator Loss: 0.7363
Epoch 1/8... Discriminator Loss: 1.4228... Generator Loss: 0.6404
Epoch 1/8... Discriminator Loss: 1.3672... Generator Loss: 0.6941
Epoch 1/8... Discriminator Loss: 1.2172... Generator Loss: 0.8793
Epoch 1/8... Discriminator Loss: 1.0691... Generator Loss: 1.1588
Epoch 1/8... Discriminator Loss: 1.2140... Generator Loss: 0.7271
Epoch 1/8... Discriminator Loss: 1.3455... Generator Loss: 1.3000
Epoch 1/8... Discriminator Loss: 1.3655... Generator Loss: 0.5416
Epoch 1/8... Discriminator Loss: 0.9937... Generator Loss: 1.6485
Epoch 1/8... Discriminator Loss: 1.4286... Generator Loss: 0.5178
Epoch 1/8... Discriminator Loss: 1.3192... Generator Loss: 0.9297
Epoch 1/8... Discriminator Loss: 1.2945... Generator Loss: 0.7630
Epoch 1/8... Discriminator Loss: 1.3531... Generator Loss: 0.6551
Epoch 1/8... Discriminator Loss: 1.2441... Generator Loss: 0.6954
Epoch 1/8... Discriminator Loss: 1.3326... Generator Loss: 1.2168
Epoch 1/8... Discriminator Loss: 1.4093... Generator Loss: 0.5388
Epoch 1/8... Discriminator Loss: 1.3183... Generator Loss: 0.8568
Epoch 1/8... Discriminator Loss: 1.1696... Generator Loss: 0.9611
Epoch 1/8... Discriminator Loss: 1.2748... Generator Loss: 0.8772
Epoch 1/8... Discriminator Loss: 1.3295... Generator Loss: 0.7377
Epoch 1/8... Discriminator Loss: 1.1152... Generator Loss: 0.9179
Epoch 1/8... Discriminator Loss: 1.3601... Generator Loss: 1.1245
Epoch 1/8... Discriminator Loss: 1.3586... Generator Loss: 0.5904
Epoch 1/8... Discriminator Loss: 1.3685... Generator Loss: 0.7732
Epoch 1/8... Discriminator Loss: 1.3404... Generator Loss: 0.8899
Epoch 1/8... Discriminator Loss: 1.3224... Generator Loss: 0.8399
Epoch 1/8... Discriminator Loss: 1.4586... Generator Loss: 0.5393
Epoch 1/8... Discriminator Loss: 1.2524... Generator Loss: 0.9985
Epoch 1/8... Discriminator Loss: 1.2927... Generator Loss: 0.8331
Epoch 1/8... Discriminator Loss: 1.3029... Generator Loss: 0.8056
Epoch 1/8... Discriminator Loss: 1.2398... Generator Loss: 0.8706
Epoch 1/8... Discriminator Loss: 1.4268... Generator Loss: 0.5275
Epoch 1/8... Discriminator Loss: 1.3108... Generator Loss: 0.9230
Epoch 1/8... Discriminator Loss: 1.2476... Generator Loss: 0.7397
Epoch 1/8... Discriminator Loss: 1.2740... Generator Loss: 1.1859
Epoch 1/8... Discriminator Loss: 1.3858... Generator Loss: 0.7369
Epoch 1/8... Discriminator Loss: 1.3871... Generator Loss: 0.5639
Epoch 1/8... Discriminator Loss: 1.3553... Generator Loss: 0.8043
Epoch 1/8... Discriminator Loss: 1.3430... Generator Loss: 0.6868
Epoch 1/8... Discriminator Loss: 1.0799... Generator Loss: 1.1664
Epoch 1/8... Discriminator Loss: 1.3429... Generator Loss: 0.7854
Epoch 1/8... Discriminator Loss: 1.4330... Generator Loss: 0.6272
Epoch 1/8... Discriminator Loss: 1.3566... Generator Loss: 0.7672
Epoch 1/8... Discriminator Loss: 1.1836... Generator Loss: 0.9940
Epoch 1/8... Discriminator Loss: 1.2296... Generator Loss: 0.8678
Epoch 1/8... Discriminator Loss: 0.9008... Generator Loss: 1.3777
Epoch 1/8... Discriminator Loss: 1.3823... Generator Loss: 0.5907
Epoch 1/8... Discriminator Loss: 1.2984... Generator Loss: 0.9880
Epoch 1/8... Discriminator Loss: 1.3178... Generator Loss: 0.7630
Epoch 1/8... Discriminator Loss: 1.3855... Generator Loss: 0.6815
Epoch 1/8... Discriminator Loss: 0.9784... Generator Loss: 1.1385
Epoch 1/8... Discriminator Loss: 1.7119... Generator Loss: 0.7029
Epoch 1/8... Discriminator Loss: 1.4171... Generator Loss: 0.6605
Epoch 1/8... Discriminator Loss: 1.3408... Generator Loss: 0.7058
Epoch 1/8... Discriminator Loss: 1.3273... Generator Loss: 0.7510
Epoch 1/8... Discriminator Loss: 1.3210... Generator Loss: 0.7871
Epoch 1/8... Discriminator Loss: 1.3000... Generator Loss: 0.7974
Epoch 1/8... Discriminator Loss: 1.5856... Generator Loss: 0.4899
Epoch 1/8... Discriminator Loss: 1.4053... Generator Loss: 0.7313
Epoch 1/8... Discriminator Loss: 1.4210... Generator Loss: 0.7063
Epoch 1/8... Discriminator Loss: 1.4071... Generator Loss: 0.6929
Epoch 1/8... Discriminator Loss: 1.3794... Generator Loss: 0.7995
Epoch 1/8... Discriminator Loss: 1.1474... Generator Loss: 0.9707
Epoch 1/8... Discriminator Loss: 1.1924... Generator Loss: 0.6979
Epoch 1/8... Discriminator Loss: 1.3438... Generator Loss: 0.8081
Epoch 1/8... Discriminator Loss: 1.3362... Generator Loss: 0.7804
Epoch 1/8... Discriminator Loss: 1.3938... Generator Loss: 0.7204
Epoch 1/8... Discriminator Loss: 1.4024... Generator Loss: 0.7034
Epoch 1/8... Discriminator Loss: 1.1486... Generator Loss: 0.9985
Epoch 1/8... Discriminator Loss: 1.3642... Generator Loss: 0.7935
Epoch 1/8... Discriminator Loss: 1.2108... Generator Loss: 0.9470
Epoch 1/8... Discriminator Loss: 1.2367... Generator Loss: 0.7994
Epoch 1/8... Discriminator Loss: 1.2291... Generator Loss: 0.8842
Epoch 1/8... Discriminator Loss: 1.2922... Generator Loss: 0.7390
Epoch 1/8... Discriminator Loss: 1.3218... Generator Loss: 0.8030
Epoch 1/8... Discriminator Loss: 1.2479... Generator Loss: 0.9160
Epoch 1/8... Discriminator Loss: 1.8104... Generator Loss: 1.6274
Epoch 1/8... Discriminator Loss: 1.5153... Generator Loss: 0.4242
Epoch 1/8... Discriminator Loss: 1.4216... Generator Loss: 0.7548
Epoch 1/8... Discriminator Loss: 1.3982... Generator Loss: 0.6802
Epoch 1/8... Discriminator Loss: 1.3246... Generator Loss: 0.7349
Epoch 1/8... Discriminator Loss: 1.3722... Generator Loss: 0.7506
Epoch 1/8... Discriminator Loss: 2.3329... Generator Loss: 1.9846
Epoch 1/8... Discriminator Loss: 1.4011... Generator Loss: 0.7175
Epoch 1/8... Discriminator Loss: 1.3514... Generator Loss: 0.7923
Epoch 1/8... Discriminator Loss: 1.3725... Generator Loss: 0.7341
Epoch 1/8... Discriminator Loss: 1.3587... Generator Loss: 0.7914
Epoch 1/8... Discriminator Loss: 1.2253... Generator Loss: 0.9502
Epoch 1/8... Discriminator Loss: 1.4001... Generator Loss: 0.7466
Epoch 1/8... Discriminator Loss: 1.3441... Generator Loss: 0.6639
Epoch 1/8... Discriminator Loss: 1.3471... Generator Loss: 0.7850
Epoch 1/8... Discriminator Loss: 1.3208... Generator Loss: 0.7783
Epoch 1/8... Discriminator Loss: 1.2545... Generator Loss: 0.8087
Epoch 1/8... Discriminator Loss: 1.1965... Generator Loss: 0.7422
Epoch 1/8... Discriminator Loss: 1.3363... Generator Loss: 0.7095
Epoch 1/8... Discriminator Loss: 1.3008... Generator Loss: 0.8527
Epoch 1/8... Discriminator Loss: 1.2622... Generator Loss: 0.9601
Epoch 1/8... Discriminator Loss: 1.2064... Generator Loss: 0.8850
Epoch 1/8... Discriminator Loss: 1.2836... Generator Loss: 0.7822
Epoch 1/8... Discriminator Loss: 1.3315... Generator Loss: 0.7187
Epoch 1/8... Discriminator Loss: 1.3195... Generator Loss: 0.8772
Epoch 1/8... Discriminator Loss: 1.3541... Generator Loss: 0.6530
Epoch 1/8... Discriminator Loss: 1.2397... Generator Loss: 0.8330
Epoch 1/8... Discriminator Loss: 1.4379... Generator Loss: 0.8574
Epoch 1/8... Discriminator Loss: 1.3115... Generator Loss: 0.6593
Epoch 1/8... Discriminator Loss: 1.2912... Generator Loss: 0.8919
Epoch 1/8... Discriminator Loss: 1.3580... Generator Loss: 0.7371
Epoch 1/8... Discriminator Loss: 1.3216... Generator Loss: 0.8046
Epoch 1/8... Discriminator Loss: 1.2880... Generator Loss: 0.6535
Epoch 1/8... Discriminator Loss: 1.3780... Generator Loss: 0.7392
Epoch 1/8... Discriminator Loss: 1.2967... Generator Loss: 0.7895
Epoch 1/8... Discriminator Loss: 1.2666... Generator Loss: 0.8579
Epoch 1/8... Discriminator Loss: 1.3089... Generator Loss: 0.8116
Epoch 1/8... Discriminator Loss: 1.4178... Generator Loss: 0.7037
Epoch 1/8... Discriminator Loss: 1.2038... Generator Loss: 0.9627
Epoch 1/8... Discriminator Loss: 1.2072... Generator Loss: 0.9365
Epoch 1/8... Discriminator Loss: 1.1950... Generator Loss: 1.0898
Epoch 1/8... Discriminator Loss: 1.5520... Generator Loss: 0.4151
Epoch 1/8... Discriminator Loss: 1.3443... Generator Loss: 1.0519
Epoch 1/8... Discriminator Loss: 1.3397... Generator Loss: 0.7292
Epoch 1/8... Discriminator Loss: 1.4050... Generator Loss: 0.6486
Epoch 1/8... Discriminator Loss: 1.4284... Generator Loss: 0.6221
Epoch 1/8... Discriminator Loss: 1.3439... Generator Loss: 0.7408
Epoch 1/8... Discriminator Loss: 1.3872... Generator Loss: 0.6356
Epoch 1/8... Discriminator Loss: 1.1880... Generator Loss: 0.8547
Epoch 1/8... Discriminator Loss: 1.4872... Generator Loss: 1.2698
Epoch 1/8... Discriminator Loss: 1.3603... Generator Loss: 0.8139
Epoch 1/8... Discriminator Loss: 1.3179... Generator Loss: 0.8221
Epoch 1/8... Discriminator Loss: 1.3896... Generator Loss: 0.7224
Epoch 1/8... Discriminator Loss: 1.3950... Generator Loss: 0.7123
Epoch 1/8... Discriminator Loss: 1.3418... Generator Loss: 0.7926
Epoch 1/8... Discriminator Loss: 1.3258... Generator Loss: 0.7898
Epoch 1/8... Discriminator Loss: 1.2162... Generator Loss: 1.1760
Epoch 1/8... Discriminator Loss: 1.3942... Generator Loss: 0.6177
Epoch 1/8... Discriminator Loss: 1.3749... Generator Loss: 0.7287
Epoch 1/8... Discriminator Loss: 1.3187... Generator Loss: 0.7803
Epoch 1/8... Discriminator Loss: 1.2595... Generator Loss: 0.6955
Epoch 1/8... Discriminator Loss: 1.3449... Generator Loss: 0.7717
Epoch 1/8... Discriminator Loss: 1.2893... Generator Loss: 0.8407
Epoch 1/8... Discriminator Loss: 1.3112... Generator Loss: 0.7022
Epoch 1/8... Discriminator Loss: 1.3088... Generator Loss: 0.7233
Epoch 1/8... Discriminator Loss: 1.3592... Generator Loss: 0.8376
Epoch 1/8... Discriminator Loss: 1.3360... Generator Loss: 0.7417
Epoch 1/8... Discriminator Loss: 1.3285... Generator Loss: 0.7294
Epoch 1/8... Discriminator Loss: 1.4725... Generator Loss: 1.0052
Epoch 1/8... Discriminator Loss: 1.3975... Generator Loss: 0.6782
Epoch 1/8... Discriminator Loss: 1.3112... Generator Loss: 0.7944
Epoch 1/8... Discriminator Loss: 1.1443... Generator Loss: 1.0874
Epoch 1/8... Discriminator Loss: 1.3903... Generator Loss: 0.7424
Epoch 1/8... Discriminator Loss: 1.2887... Generator Loss: 0.8997
Epoch 1/8... Discriminator Loss: 1.3738... Generator Loss: 0.7378
Epoch 1/8... Discriminator Loss: 1.3867... Generator Loss: 0.6738
Epoch 1/8... Discriminator Loss: 1.1655... Generator Loss: 1.0048
Epoch 1/8... Discriminator Loss: 1.3921... Generator Loss: 1.0519
Epoch 1/8... Discriminator Loss: 1.4009... Generator Loss: 0.5983
Epoch 1/8... Discriminator Loss: 1.3357... Generator Loss: 0.8724
Epoch 1/8... Discriminator Loss: 1.1562... Generator Loss: 0.8882
Epoch 1/8... Discriminator Loss: 1.4496... Generator Loss: 0.5113
Epoch 1/8... Discriminator Loss: 1.4248... Generator Loss: 0.5843
Epoch 1/8... Discriminator Loss: 1.3393... Generator Loss: 0.7801
Epoch 1/8... Discriminator Loss: 1.3153... Generator Loss: 0.9302
Epoch 1/8... Discriminator Loss: 1.0357... Generator Loss: 1.2739
Epoch 1/8... Discriminator Loss: 1.3473... Generator Loss: 0.7428
Epoch 1/8... Discriminator Loss: 1.3610... Generator Loss: 0.7092
Epoch 1/8... Discriminator Loss: 1.3307... Generator Loss: 0.8100
Epoch 1/8... Discriminator Loss: 1.3022... Generator Loss: 0.8162
Epoch 1/8... Discriminator Loss: 1.3376... Generator Loss: 0.8264
Epoch 1/8... Discriminator Loss: 1.3265... Generator Loss: 0.8137
Epoch 1/8... Discriminator Loss: 1.5311... Generator Loss: 0.4270
Epoch 1/8... Discriminator Loss: 1.4026... Generator Loss: 0.8874
Epoch 1/8... Discriminator Loss: 1.3537... Generator Loss: 0.7574
Epoch 1/8... Discriminator Loss: 1.3582... Generator Loss: 0.7717
Epoch 1/8... Discriminator Loss: 1.3111... Generator Loss: 0.7333
Epoch 1/8... Discriminator Loss: 1.3423... Generator Loss: 0.8090
Epoch 1/8... Discriminator Loss: 1.3732... Generator Loss: 0.8460
Epoch 1/8... Discriminator Loss: 1.3329... Generator Loss: 0.7894
Epoch 1/8... Discriminator Loss: 1.3081... Generator Loss: 0.7470
Epoch 1/8... Discriminator Loss: 1.2118... Generator Loss: 0.9164
Epoch 1/8... Discriminator Loss: 1.3346... Generator Loss: 0.7139
Epoch 1/8... Discriminator Loss: 1.2764... Generator Loss: 0.8455
Epoch 1/8... Discriminator Loss: 1.3379... Generator Loss: 0.6552
Epoch 1/8... Discriminator Loss: 1.4925... Generator Loss: 0.4489
Epoch 1/8... Discriminator Loss: 1.4237... Generator Loss: 0.6922
Epoch 1/8... Discriminator Loss: 1.2645... Generator Loss: 0.8046
Epoch 1/8... Discriminator Loss: 1.3167... Generator Loss: 0.7909
Epoch 1/8... Discriminator Loss: 1.2764... Generator Loss: 0.7850
Epoch 1/8... Discriminator Loss: 0.9936... Generator Loss: 1.3029
Epoch 1/8... Discriminator Loss: 1.3687... Generator Loss: 0.5999
Epoch 1/8... Discriminator Loss: 1.2949... Generator Loss: 0.8545
Epoch 1/8... Discriminator Loss: 1.3703... Generator Loss: 0.6546
Epoch 1/8... Discriminator Loss: 1.4663... Generator Loss: 0.6852
Epoch 1/8... Discriminator Loss: 1.3644... Generator Loss: 0.7431
Epoch 1/8... Discriminator Loss: 1.3251... Generator Loss: 0.7691
Epoch 1/8... Discriminator Loss: 1.2164... Generator Loss: 0.9273
Epoch 1/8... Discriminator Loss: 1.6127... Generator Loss: 0.9105
Epoch 1/8... Discriminator Loss: 1.3848... Generator Loss: 0.7395
Epoch 1/8... Discriminator Loss: 1.3109... Generator Loss: 0.8272
Epoch 1/8... Discriminator Loss: 1.3281... Generator Loss: 0.6655
Epoch 1/8... Discriminator Loss: 1.3256... Generator Loss: 0.6364
Epoch 1/8... Discriminator Loss: 1.3601... Generator Loss: 0.7677
Epoch 1/8... Discriminator Loss: 1.1712... Generator Loss: 0.8550
Epoch 1/8... Discriminator Loss: 1.2961... Generator Loss: 0.7791
Epoch 1/8... Discriminator Loss: 1.3837... Generator Loss: 0.8118
Epoch 1/8... Discriminator Loss: 1.3266... Generator Loss: 0.7956
Epoch 1/8... Discriminator Loss: 1.2806... Generator Loss: 0.7871
Epoch 1/8... Discriminator Loss: 1.3784... Generator Loss: 0.5881
Epoch 1/8... Discriminator Loss: 1.3669... Generator Loss: 1.0534
Epoch 1/8... Discriminator Loss: 1.4326... Generator Loss: 0.6607
Epoch 1/8... Discriminator Loss: 1.3813... Generator Loss: 0.7129
Epoch 1/8... Discriminator Loss: 1.2480... Generator Loss: 0.8564
Epoch 1/8... Discriminator Loss: 1.4232... Generator Loss: 0.5677
Epoch 1/8... Discriminator Loss: 1.5967... Generator Loss: 1.3396
Epoch 1/8... Discriminator Loss: 1.3879... Generator Loss: 0.6391
Epoch 1/8... Discriminator Loss: 1.3475... Generator Loss: 0.8037
Epoch 1/8... Discriminator Loss: 1.3501... Generator Loss: 0.7789
Epoch 1/8... Discriminator Loss: 1.3843... Generator Loss: 0.7246
Epoch 1/8... Discriminator Loss: 1.2691... Generator Loss: 0.9419
Epoch 1/8... Discriminator Loss: 1.3387... Generator Loss: 0.8292
Epoch 1/8... Discriminator Loss: 1.3041... Generator Loss: 0.8025
Epoch 1/8... Discriminator Loss: 1.2425... Generator Loss: 0.8630
Epoch 1/8... Discriminator Loss: 1.2666... Generator Loss: 0.8357
Epoch 1/8... Discriminator Loss: 1.3759... Generator Loss: 0.7520
Epoch 1/8... Discriminator Loss: 1.3558... Generator Loss: 0.7780
Epoch 1/8... Discriminator Loss: 1.4386... Generator Loss: 0.9680
Epoch 1/8... Discriminator Loss: 1.4227... Generator Loss: 0.5817
Epoch 1/8... Discriminator Loss: 1.4789... Generator Loss: 0.6862
Epoch 1/8... Discriminator Loss: 1.2913... Generator Loss: 0.8142
Epoch 1/8... Discriminator Loss: 1.3825... Generator Loss: 1.0434
Epoch 1/8... Discriminator Loss: 1.3578... Generator Loss: 0.8028
Epoch 1/8... Discriminator Loss: 1.3544... Generator Loss: 0.7235
Epoch 1/8... Discriminator Loss: 1.4107... Generator Loss: 0.6698
Epoch 1/8... Discriminator Loss: 1.2974... Generator Loss: 0.7862
Epoch 1/8... Discriminator Loss: 1.2885... Generator Loss: 0.7362
Epoch 1/8... Discriminator Loss: 1.4532... Generator Loss: 0.6876
Epoch 1/8... Discriminator Loss: 1.3390... Generator Loss: 0.7845
Epoch 1/8... Discriminator Loss: 1.2773... Generator Loss: 0.8820
Epoch 1/8... Discriminator Loss: 1.2301... Generator Loss: 0.9172
Epoch 1/8... Discriminator Loss: 1.3637... Generator Loss: 0.6929
Epoch 1/8... Discriminator Loss: 1.3335... Generator Loss: 0.8607
Epoch 1/8... Discriminator Loss: 1.3773... Generator Loss: 0.7128
Epoch 1/8... Discriminator Loss: 1.2632... Generator Loss: 0.8312
Epoch 1/8... Discriminator Loss: 1.3421... Generator Loss: 0.7469
Epoch 1/8... Discriminator Loss: 1.3001... Generator Loss: 0.8297
Epoch 1/8... Discriminator Loss: 1.3568... Generator Loss: 0.8045
Epoch 1/8... Discriminator Loss: 1.4232... Generator Loss: 0.6528
Epoch 1/8... Discriminator Loss: 1.3060... Generator Loss: 0.9353
Epoch 1/8... Discriminator Loss: 1.2850... Generator Loss: 0.7535
Epoch 1/8... Discriminator Loss: 1.3755... Generator Loss: 0.7702
Epoch 1/8... Discriminator Loss: 1.3345... Generator Loss: 0.7430
Epoch 1/8... Discriminator Loss: 1.2598... Generator Loss: 0.9285
Epoch 1/8... Discriminator Loss: 1.3461... Generator Loss: 0.7312
Epoch 1/8... Discriminator Loss: 1.3962... Generator Loss: 0.7516
Epoch 1/8... Discriminator Loss: 1.3813... Generator Loss: 0.6638
Epoch 1/8... Discriminator Loss: 1.2939... Generator Loss: 0.8190
Epoch 1/8... Discriminator Loss: 1.3468... Generator Loss: 0.8159
Epoch 1/8... Discriminator Loss: 1.2962... Generator Loss: 0.8188
Epoch 1/8... Discriminator Loss: 1.2841... Generator Loss: 0.7305
Epoch 1/8... Discriminator Loss: 1.3448... Generator Loss: 0.7904
Epoch 1/8... Discriminator Loss: 1.3417... Generator Loss: 0.7130
Epoch 1/8... Discriminator Loss: 1.3777... Generator Loss: 0.7068
Epoch 1/8... Discriminator Loss: 1.3497... Generator Loss: 0.7592
Epoch 1/8... Discriminator Loss: 1.3173... Generator Loss: 0.7451
Epoch 1/8... Discriminator Loss: 1.4216... Generator Loss: 0.6259
Epoch 1/8... Discriminator Loss: 1.4922... Generator Loss: 1.1026
Epoch 1/8... Discriminator Loss: 1.4156... Generator Loss: 0.7781
Epoch 1/8... Discriminator Loss: 1.2930... Generator Loss: 0.9035
Epoch 2/8... Discriminator Loss: 1.2452... Generator Loss: 0.8956
Epoch 2/8... Discriminator Loss: 1.3906... Generator Loss: 0.6249
Epoch 2/8... Discriminator Loss: 1.3792... Generator Loss: 0.7126
Epoch 2/8... Discriminator Loss: 1.3330... Generator Loss: 0.7996
Epoch 2/8... Discriminator Loss: 1.3970... Generator Loss: 0.7567
Epoch 2/8... Discriminator Loss: 1.3109... Generator Loss: 0.7688
Epoch 2/8... Discriminator Loss: 1.3947... Generator Loss: 0.6839
Epoch 2/8... Discriminator Loss: 1.3903... Generator Loss: 1.0214
Epoch 2/8... Discriminator Loss: 1.3367... Generator Loss: 0.7765
Epoch 2/8... Discriminator Loss: 1.3664... Generator Loss: 0.6572
Epoch 2/8... Discriminator Loss: 1.4311... Generator Loss: 0.6451
Epoch 2/8... Discriminator Loss: 1.3778... Generator Loss: 0.8030
Epoch 2/8... Discriminator Loss: 1.3758... Generator Loss: 0.7560
Epoch 2/8... Discriminator Loss: 1.3567... Generator Loss: 0.7566
Epoch 2/8... Discriminator Loss: 1.1978... Generator Loss: 1.0681
Epoch 2/8... Discriminator Loss: 1.5011... Generator Loss: 0.4646
Epoch 2/8... Discriminator Loss: 1.4062... Generator Loss: 0.9333
Epoch 2/8... Discriminator Loss: 1.3007... Generator Loss: 0.8442
Epoch 2/8... Discriminator Loss: 1.3751... Generator Loss: 0.6857
Epoch 2/8... Discriminator Loss: 1.3614... Generator Loss: 0.7357
Epoch 2/8... Discriminator Loss: 1.4209... Generator Loss: 0.7155
Epoch 2/8... Discriminator Loss: 1.3839... Generator Loss: 0.6899
Epoch 2/8... Discriminator Loss: 1.3574... Generator Loss: 0.7433
Epoch 2/8... Discriminator Loss: 1.6900... Generator Loss: 1.5803
Epoch 2/8... Discriminator Loss: 1.3787... Generator Loss: 0.7106
Epoch 2/8... Discriminator Loss: 1.4038... Generator Loss: 0.6912
Epoch 2/8... Discriminator Loss: 1.3917... Generator Loss: 0.7181
Epoch 2/8... Discriminator Loss: 1.3015... Generator Loss: 0.7715
Epoch 2/8... Discriminator Loss: 1.3602... Generator Loss: 0.7739
Epoch 2/8... Discriminator Loss: 1.4050... Generator Loss: 0.7437
Epoch 2/8... Discriminator Loss: 1.2880... Generator Loss: 0.7849
Epoch 2/8... Discriminator Loss: 1.3877... Generator Loss: 0.6830
Epoch 2/8... Discriminator Loss: 1.3623... Generator Loss: 0.7255
Epoch 2/8... Discriminator Loss: 1.4034... Generator Loss: 0.6296
Epoch 2/8... Discriminator Loss: 1.3605... Generator Loss: 0.7403
Epoch 2/8... Discriminator Loss: 1.0405... Generator Loss: 1.2898
Epoch 2/8... Discriminator Loss: 1.3180... Generator Loss: 0.7034
Epoch 2/8... Discriminator Loss: 1.1255... Generator Loss: 1.4018
Epoch 2/8... Discriminator Loss: 1.3974... Generator Loss: 0.5860
Epoch 2/8... Discriminator Loss: 1.3980... Generator Loss: 0.6729
Epoch 2/8... Discriminator Loss: 1.4470... Generator Loss: 0.6822
Epoch 2/8... Discriminator Loss: 1.3913... Generator Loss: 0.7522
Epoch 2/8... Discriminator Loss: 1.2415... Generator Loss: 0.7624
Epoch 2/8... Discriminator Loss: 1.9161... Generator Loss: 0.5824
Epoch 2/8... Discriminator Loss: 1.3793... Generator Loss: 0.6820
Epoch 2/8... Discriminator Loss: 1.3495... Generator Loss: 0.7790
Epoch 2/8... Discriminator Loss: 1.3870... Generator Loss: 0.7269
Epoch 2/8... Discriminator Loss: 1.3377... Generator Loss: 0.7736
Epoch 2/8... Discriminator Loss: 1.2784... Generator Loss: 0.8750
Epoch 2/8... Discriminator Loss: 1.3915... Generator Loss: 0.6951
Epoch 2/8... Discriminator Loss: 1.3561... Generator Loss: 0.7257
Epoch 2/8... Discriminator Loss: 1.2775... Generator Loss: 0.7431
Epoch 2/8... Discriminator Loss: 1.3910... Generator Loss: 0.8328
Epoch 2/8... Discriminator Loss: 1.3852... Generator Loss: 0.7256
Epoch 2/8... Discriminator Loss: 1.3560... Generator Loss: 0.7811
Epoch 2/8... Discriminator Loss: 1.3554... Generator Loss: 0.7992
Epoch 2/8... Discriminator Loss: 1.3626... Generator Loss: 0.6881
Epoch 2/8... Discriminator Loss: 1.5781... Generator Loss: 1.0891
Epoch 2/8... Discriminator Loss: 1.3090... Generator Loss: 0.7070
Epoch 2/8... Discriminator Loss: 1.4001... Generator Loss: 0.7007
Epoch 2/8... Discriminator Loss: 1.1096... Generator Loss: 1.0744
Epoch 2/8... Discriminator Loss: 1.3543... Generator Loss: 0.9745
Epoch 2/8... Discriminator Loss: 1.3480... Generator Loss: 0.7178
Epoch 2/8... Discriminator Loss: 1.2851... Generator Loss: 0.8176
Epoch 2/8... Discriminator Loss: 1.3931... Generator Loss: 0.7757
Epoch 2/8... Discriminator Loss: 1.3902... Generator Loss: 0.7926
Epoch 2/8... Discriminator Loss: 1.3003... Generator Loss: 1.0657
Epoch 2/8... Discriminator Loss: 1.3698... Generator Loss: 0.7357
Epoch 2/8... Discriminator Loss: 1.4179... Generator Loss: 0.7277
Epoch 2/8... Discriminator Loss: 1.3617... Generator Loss: 0.7011
Epoch 2/8... Discriminator Loss: 1.3231... Generator Loss: 0.7563
Epoch 2/8... Discriminator Loss: 1.3627... Generator Loss: 0.9487
Epoch 2/8... Discriminator Loss: 1.3616... Generator Loss: 0.6823
Epoch 2/8... Discriminator Loss: 1.3439... Generator Loss: 0.7776
Epoch 2/8... Discriminator Loss: 1.3844... Generator Loss: 0.7459
Epoch 2/8... Discriminator Loss: 1.3093... Generator Loss: 0.7976
Epoch 2/8... Discriminator Loss: 1.3771... Generator Loss: 0.8034
Epoch 2/8... Discriminator Loss: 1.3481... Generator Loss: 0.7700
Epoch 2/8... Discriminator Loss: 1.4194... Generator Loss: 0.7785
Epoch 2/8... Discriminator Loss: 1.3741... Generator Loss: 0.7708
Epoch 2/8... Discriminator Loss: 1.3601... Generator Loss: 0.7457
Epoch 2/8... Discriminator Loss: 1.0021... Generator Loss: 1.3849
Epoch 2/8... Discriminator Loss: 1.4507... Generator Loss: 1.1229
Epoch 2/8... Discriminator Loss: 1.4361... Generator Loss: 0.6938
Epoch 2/8... Discriminator Loss: 1.3354... Generator Loss: 0.8378
Epoch 2/8... Discriminator Loss: 1.3382... Generator Loss: 0.7169
Epoch 2/8... Discriminator Loss: 1.3124... Generator Loss: 0.7787
Epoch 2/8... Discriminator Loss: 1.3765... Generator Loss: 0.8461
Epoch 2/8... Discriminator Loss: 1.3749... Generator Loss: 0.7234
Epoch 2/8... Discriminator Loss: 1.3377... Generator Loss: 0.7722
Epoch 2/8... Discriminator Loss: 1.4765... Generator Loss: 0.5356
Epoch 2/8... Discriminator Loss: 1.4663... Generator Loss: 0.8642
Epoch 2/8... Discriminator Loss: 1.0978... Generator Loss: 1.0676
Epoch 2/8... Discriminator Loss: 1.4239... Generator Loss: 0.6156
Epoch 2/8... Discriminator Loss: 1.2912... Generator Loss: 0.7883
Epoch 2/8... Discriminator Loss: 1.3614... Generator Loss: 0.7521
Epoch 2/8... Discriminator Loss: 1.3849... Generator Loss: 0.8331
Epoch 2/8... Discriminator Loss: 1.3073... Generator Loss: 0.8785
Epoch 2/8... Discriminator Loss: 1.1884... Generator Loss: 1.0034
Epoch 2/8... Discriminator Loss: 1.4096... Generator Loss: 0.6324
Epoch 2/8... Discriminator Loss: 1.3278... Generator Loss: 0.7860
Epoch 2/8... Discriminator Loss: 1.3863... Generator Loss: 0.7098
Epoch 2/8... Discriminator Loss: 1.3950... Generator Loss: 0.6823
Epoch 2/8... Discriminator Loss: 1.3658... Generator Loss: 0.6953
Epoch 2/8... Discriminator Loss: 1.3718... Generator Loss: 0.7391
Epoch 2/8... Discriminator Loss: 1.3710... Generator Loss: 0.7511
Epoch 2/8... Discriminator Loss: 1.2728... Generator Loss: 0.7694
Epoch 2/8... Discriminator Loss: 1.3772... Generator Loss: 0.8091
Epoch 2/8... Discriminator Loss: 1.3941... Generator Loss: 0.6950
Epoch 2/8... Discriminator Loss: 1.3456... Generator Loss: 0.7678
Epoch 2/8... Discriminator Loss: 1.3503... Generator Loss: 0.6935
Epoch 2/8... Discriminator Loss: 1.3271... Generator Loss: 0.7996
Epoch 2/8... Discriminator Loss: 1.3260... Generator Loss: 0.7537
Epoch 2/8... Discriminator Loss: 1.3943... Generator Loss: 0.7353
Epoch 2/8... Discriminator Loss: 1.4790... Generator Loss: 0.5217
Epoch 2/8... Discriminator Loss: 1.4231... Generator Loss: 0.8738
Epoch 2/8... Discriminator Loss: 1.2559... Generator Loss: 0.8704
Epoch 2/8... Discriminator Loss: 1.3479... Generator Loss: 0.8069
Epoch 2/8... Discriminator Loss: 1.2289... Generator Loss: 0.9049
Epoch 2/8... Discriminator Loss: 1.3478... Generator Loss: 0.7733
Epoch 2/8... Discriminator Loss: 1.3634... Generator Loss: 0.7740
Epoch 2/8... Discriminator Loss: 1.3513... Generator Loss: 0.7790
Epoch 2/8... Discriminator Loss: 1.3515... Generator Loss: 0.7310
Epoch 2/8... Discriminator Loss: 1.3383... Generator Loss: 0.7640
Epoch 2/8... Discriminator Loss: 1.1918... Generator Loss: 0.8926
Epoch 2/8... Discriminator Loss: 1.4211... Generator Loss: 0.6503
Epoch 2/8... Discriminator Loss: 1.4061... Generator Loss: 0.6866
Epoch 2/8... Discriminator Loss: 1.3784... Generator Loss: 0.7280
Epoch 2/8... Discriminator Loss: 1.3577... Generator Loss: 0.6585
Epoch 2/8... Discriminator Loss: 1.3714... Generator Loss: 0.8692
Epoch 2/8... Discriminator Loss: 1.4285... Generator Loss: 0.7001
Epoch 2/8... Discriminator Loss: 1.4016... Generator Loss: 0.7308
Epoch 2/8... Discriminator Loss: 1.3597... Generator Loss: 0.7279
Epoch 2/8... Discriminator Loss: 1.3109... Generator Loss: 0.8226
Epoch 2/8... Discriminator Loss: 1.0880... Generator Loss: 1.1875
Epoch 2/8... Discriminator Loss: 1.3235... Generator Loss: 0.8939
Epoch 2/8... Discriminator Loss: 1.3330... Generator Loss: 0.7270
Epoch 2/8... Discriminator Loss: 1.4000... Generator Loss: 0.8177
Epoch 2/8... Discriminator Loss: 1.3544... Generator Loss: 0.8406
Epoch 2/8... Discriminator Loss: 1.3500... Generator Loss: 0.8338
Epoch 2/8... Discriminator Loss: 1.3852... Generator Loss: 0.7379
Epoch 2/8... Discriminator Loss: 1.3720... Generator Loss: 0.7766
Epoch 2/8... Discriminator Loss: 1.3736... Generator Loss: 0.7336
Epoch 2/8... Discriminator Loss: 1.2941... Generator Loss: 0.7677
Epoch 2/8... Discriminator Loss: 1.3868... Generator Loss: 0.7314
Epoch 2/8... Discriminator Loss: 1.3044... Generator Loss: 0.7792
Epoch 2/8... Discriminator Loss: 1.4189... Generator Loss: 0.6911
Epoch 2/8... Discriminator Loss: 1.2971... Generator Loss: 0.8515
Epoch 2/8... Discriminator Loss: 1.3190... Generator Loss: 0.7515
Epoch 2/8... Discriminator Loss: 1.4092... Generator Loss: 0.6523
Epoch 2/8... Discriminator Loss: 1.3606... Generator Loss: 0.7833
Epoch 2/8... Discriminator Loss: 1.4355... Generator Loss: 0.5502
Epoch 2/8... Discriminator Loss: 1.4460... Generator Loss: 0.7196
Epoch 2/8... Discriminator Loss: 1.2505... Generator Loss: 0.9219
Epoch 2/8... Discriminator Loss: 1.3373... Generator Loss: 0.8473
Epoch 2/8... Discriminator Loss: 1.3507... Generator Loss: 0.7453
Epoch 2/8... Discriminator Loss: 1.3637... Generator Loss: 0.6913
Epoch 2/8... Discriminator Loss: 1.3889... Generator Loss: 0.7378
Epoch 2/8... Discriminator Loss: 1.4144... Generator Loss: 0.5913
Epoch 2/8... Discriminator Loss: 1.4478... Generator Loss: 0.9345
Epoch 2/8... Discriminator Loss: 1.3734... Generator Loss: 0.7655
Epoch 2/8... Discriminator Loss: 1.4026... Generator Loss: 0.6081
Epoch 2/8... Discriminator Loss: 1.3560... Generator Loss: 0.7369
Epoch 2/8... Discriminator Loss: 1.2975... Generator Loss: 0.8447
Epoch 2/8... Discriminator Loss: 1.2555... Generator Loss: 0.9381
Epoch 2/8... Discriminator Loss: 1.4120... Generator Loss: 0.7094
Epoch 2/8... Discriminator Loss: 1.3899... Generator Loss: 0.7369
Epoch 2/8... Discriminator Loss: 1.3453... Generator Loss: 0.8317
Epoch 2/8... Discriminator Loss: 1.4001... Generator Loss: 0.8191
Epoch 2/8... Discriminator Loss: 1.3392... Generator Loss: 0.7517
Epoch 2/8... Discriminator Loss: 1.3296... Generator Loss: 0.8393
Epoch 2/8... Discriminator Loss: 1.3778... Generator Loss: 0.7203
Epoch 2/8... Discriminator Loss: 1.2916... Generator Loss: 0.6727
Epoch 2/8... Discriminator Loss: 1.5471... Generator Loss: 0.4202
Epoch 2/8... Discriminator Loss: 1.4191... Generator Loss: 0.7457
Epoch 2/8... Discriminator Loss: 1.4072... Generator Loss: 0.6779
Epoch 2/8... Discriminator Loss: 1.3924... Generator Loss: 0.6882
Epoch 2/8... Discriminator Loss: 1.4217... Generator Loss: 0.5949
Epoch 2/8... Discriminator Loss: 1.3758... Generator Loss: 0.7873
Epoch 2/8... Discriminator Loss: 1.3391... Generator Loss: 0.7896
Epoch 2/8... Discriminator Loss: 1.3971... Generator Loss: 0.7465
Epoch 2/8... Discriminator Loss: 1.3404... Generator Loss: 0.7859
Epoch 2/8... Discriminator Loss: 1.5532... Generator Loss: 0.5441
Epoch 2/8... Discriminator Loss: 1.3433... Generator Loss: 0.7006
Epoch 2/8... Discriminator Loss: 1.3205... Generator Loss: 0.8462
Epoch 2/8... Discriminator Loss: 1.3923... Generator Loss: 0.7533
Epoch 2/8... Discriminator Loss: 1.3790... Generator Loss: 0.7653
Epoch 2/8... Discriminator Loss: 1.3630... Generator Loss: 0.8087
Epoch 2/8... Discriminator Loss: 1.3931... Generator Loss: 0.7087
Epoch 2/8... Discriminator Loss: 1.2775... Generator Loss: 0.8077
Epoch 2/8... Discriminator Loss: 1.4345... Generator Loss: 0.5794
Epoch 2/8... Discriminator Loss: 1.3374... Generator Loss: 0.7345
Epoch 2/8... Discriminator Loss: 1.3421... Generator Loss: 0.7767
Epoch 2/8... Discriminator Loss: 1.3624... Generator Loss: 0.7790
Epoch 2/8... Discriminator Loss: 1.3671... Generator Loss: 0.6820
Epoch 2/8... Discriminator Loss: 1.3841... Generator Loss: 0.7651
Epoch 2/8... Discriminator Loss: 1.3471... Generator Loss: 0.7464
Epoch 2/8... Discriminator Loss: 1.4093... Generator Loss: 0.7206
Epoch 2/8... Discriminator Loss: 1.3323... Generator Loss: 0.8367
Epoch 2/8... Discriminator Loss: 1.3580... Generator Loss: 0.7736
Epoch 2/8... Discriminator Loss: 1.3831... Generator Loss: 0.6889
Epoch 2/8... Discriminator Loss: 1.3050... Generator Loss: 0.8855
Epoch 2/8... Discriminator Loss: 1.3997... Generator Loss: 0.7226
Epoch 2/8... Discriminator Loss: 1.4295... Generator Loss: 0.6424
Epoch 2/8... Discriminator Loss: 1.3580... Generator Loss: 0.7825
Epoch 2/8... Discriminator Loss: 1.2789... Generator Loss: 0.8186
Epoch 2/8... Discriminator Loss: 1.3946... Generator Loss: 0.7413
Epoch 2/8... Discriminator Loss: 1.3991... Generator Loss: 0.7013
Epoch 2/8... Discriminator Loss: 1.3883... Generator Loss: 0.7686
Epoch 2/8... Discriminator Loss: 1.3483... Generator Loss: 0.7628
Epoch 2/8... Discriminator Loss: 1.3747... Generator Loss: 0.8214
Epoch 2/8... Discriminator Loss: 1.3598... Generator Loss: 0.7870
Epoch 2/8... Discriminator Loss: 1.4251... Generator Loss: 0.6597
Epoch 2/8... Discriminator Loss: 1.3882... Generator Loss: 0.8747
Epoch 2/8... Discriminator Loss: 1.3891... Generator Loss: 0.7542
Epoch 2/8... Discriminator Loss: 1.3557... Generator Loss: 0.7471
Epoch 2/8... Discriminator Loss: 1.4129... Generator Loss: 0.6929
Epoch 2/8... Discriminator Loss: 1.3979... Generator Loss: 0.6831
Epoch 2/8... Discriminator Loss: 1.3389... Generator Loss: 0.7528
Epoch 2/8... Discriminator Loss: 1.4000... Generator Loss: 0.7443
Epoch 2/8... Discriminator Loss: 1.1111... Generator Loss: 1.0780
Epoch 2/8... Discriminator Loss: 1.4302... Generator Loss: 0.6089
Epoch 2/8... Discriminator Loss: 1.3609... Generator Loss: 0.7261
Epoch 2/8... Discriminator Loss: 1.3189... Generator Loss: 0.8033
Epoch 2/8... Discriminator Loss: 1.3617... Generator Loss: 0.7817
Epoch 2/8... Discriminator Loss: 1.4064... Generator Loss: 0.6820
Epoch 2/8... Discriminator Loss: 1.3719... Generator Loss: 0.9328
Epoch 2/8... Discriminator Loss: 1.4156... Generator Loss: 0.6766
Epoch 2/8... Discriminator Loss: 1.4328... Generator Loss: 0.6742
Epoch 2/8... Discriminator Loss: 1.4241... Generator Loss: 0.6338
Epoch 2/8... Discriminator Loss: 1.3986... Generator Loss: 0.7199
Epoch 2/8... Discriminator Loss: 1.2354... Generator Loss: 0.8544
Epoch 2/8... Discriminator Loss: 1.3580... Generator Loss: 0.7688
Epoch 2/8... Discriminator Loss: 1.3127... Generator Loss: 0.8088
Epoch 2/8... Discriminator Loss: 1.4245... Generator Loss: 0.6003
Epoch 2/8... Discriminator Loss: 1.3768... Generator Loss: 0.8184
Epoch 2/8... Discriminator Loss: 1.3849... Generator Loss: 0.7015
Epoch 2/8... Discriminator Loss: 1.3554... Generator Loss: 0.7693
Epoch 2/8... Discriminator Loss: 1.3937... Generator Loss: 0.7925
Epoch 2/8... Discriminator Loss: 1.3728... Generator Loss: 0.7116
Epoch 2/8... Discriminator Loss: 1.6212... Generator Loss: 0.4329
Epoch 2/8... Discriminator Loss: 1.3938... Generator Loss: 0.8298
Epoch 2/8... Discriminator Loss: 1.3876... Generator Loss: 0.8109
Epoch 2/8... Discriminator Loss: 1.3681... Generator Loss: 0.7434
Epoch 2/8... Discriminator Loss: 1.4212... Generator Loss: 0.8129
Epoch 2/8... Discriminator Loss: 1.4808... Generator Loss: 0.9436
Epoch 2/8... Discriminator Loss: 1.3287... Generator Loss: 0.6835
Epoch 2/8... Discriminator Loss: 1.3211... Generator Loss: 0.7221
Epoch 2/8... Discriminator Loss: 1.3943... Generator Loss: 0.7801
Epoch 2/8... Discriminator Loss: 1.4010... Generator Loss: 0.7513
Epoch 2/8... Discriminator Loss: 1.3525... Generator Loss: 0.7052
Epoch 2/8... Discriminator Loss: 1.3906... Generator Loss: 0.7603
Epoch 2/8... Discriminator Loss: 1.3648... Generator Loss: 0.7327
Epoch 2/8... Discriminator Loss: 1.2026... Generator Loss: 0.9169
Epoch 2/8... Discriminator Loss: 2.2730... Generator Loss: 2.0515
Epoch 2/8... Discriminator Loss: 1.6120... Generator Loss: 0.7987
Epoch 2/8... Discriminator Loss: 1.3988... Generator Loss: 0.7422
Epoch 2/8... Discriminator Loss: 1.3992... Generator Loss: 0.7608
Epoch 2/8... Discriminator Loss: 1.3850... Generator Loss: 0.7716
Epoch 2/8... Discriminator Loss: 1.3678... Generator Loss: 0.7362
Epoch 2/8... Discriminator Loss: 1.4005... Generator Loss: 0.6949
Epoch 2/8... Discriminator Loss: 1.4041... Generator Loss: 0.8235
Epoch 2/8... Discriminator Loss: 1.3938... Generator Loss: 0.7681
Epoch 2/8... Discriminator Loss: 1.3569... Generator Loss: 0.8214
Epoch 2/8... Discriminator Loss: 1.3878... Generator Loss: 0.7392
Epoch 2/8... Discriminator Loss: 1.3470... Generator Loss: 0.7242
Epoch 2/8... Discriminator Loss: 1.3802... Generator Loss: 0.7315
Epoch 2/8... Discriminator Loss: 1.4676... Generator Loss: 0.5649
Epoch 2/8... Discriminator Loss: 1.4094... Generator Loss: 0.9541
Epoch 2/8... Discriminator Loss: 1.3925... Generator Loss: 0.7448
Epoch 2/8... Discriminator Loss: 1.3737... Generator Loss: 0.7583
Epoch 2/8... Discriminator Loss: 1.3942... Generator Loss: 0.7260
Epoch 2/8... Discriminator Loss: 1.3641... Generator Loss: 0.7887
Epoch 2/8... Discriminator Loss: 1.3018... Generator Loss: 0.8223
Epoch 2/8... Discriminator Loss: 1.3802... Generator Loss: 0.7175
Epoch 2/8... Discriminator Loss: 1.4472... Generator Loss: 0.6706
Epoch 2/8... Discriminator Loss: 1.4184... Generator Loss: 0.7022
Epoch 2/8... Discriminator Loss: 1.3795... Generator Loss: 0.7733
Epoch 2/8... Discriminator Loss: 1.3617... Generator Loss: 0.7599
Epoch 2/8... Discriminator Loss: 1.3351... Generator Loss: 0.7838
Epoch 2/8... Discriminator Loss: 1.4263... Generator Loss: 0.6592
Epoch 2/8... Discriminator Loss: 1.1724... Generator Loss: 0.9360
Epoch 2/8... Discriminator Loss: 1.3914... Generator Loss: 0.7363
Epoch 2/8... Discriminator Loss: 1.3816... Generator Loss: 0.7621
Epoch 2/8... Discriminator Loss: 1.3838... Generator Loss: 0.7160
Epoch 2/8... Discriminator Loss: 1.3575... Generator Loss: 0.8616
Epoch 2/8... Discriminator Loss: 1.3874... Generator Loss: 0.6981
Epoch 2/8... Discriminator Loss: 1.3675... Generator Loss: 0.7102
Epoch 2/8... Discriminator Loss: 1.3725... Generator Loss: 0.7304
Epoch 2/8... Discriminator Loss: 1.4077... Generator Loss: 0.7633
Epoch 2/8... Discriminator Loss: 1.4028... Generator Loss: 0.6740
Epoch 2/8... Discriminator Loss: 1.4413... Generator Loss: 0.7234
Epoch 2/8... Discriminator Loss: 1.2482... Generator Loss: 0.8122
Epoch 2/8... Discriminator Loss: 1.3789... Generator Loss: 0.8872
Epoch 2/8... Discriminator Loss: 1.3754... Generator Loss: 0.7210
Epoch 2/8... Discriminator Loss: 1.3528... Generator Loss: 0.7137
Epoch 2/8... Discriminator Loss: 1.4005... Generator Loss: 0.7480
Epoch 2/8... Discriminator Loss: 1.3687... Generator Loss: 0.7618
Epoch 2/8... Discriminator Loss: 1.3645... Generator Loss: 0.8138
Epoch 2/8... Discriminator Loss: 1.3620... Generator Loss: 0.7473
Epoch 2/8... Discriminator Loss: 1.4113... Generator Loss: 0.7017
Epoch 2/8... Discriminator Loss: 1.3924... Generator Loss: 0.7277
Epoch 2/8... Discriminator Loss: 1.3461... Generator Loss: 0.8168
Epoch 2/8... Discriminator Loss: 1.3846... Generator Loss: 0.7298
Epoch 2/8... Discriminator Loss: 1.3068... Generator Loss: 0.8778
Epoch 2/8... Discriminator Loss: 1.3629... Generator Loss: 0.7756
Epoch 2/8... Discriminator Loss: 1.3822... Generator Loss: 0.7447
Epoch 2/8... Discriminator Loss: 1.3976... Generator Loss: 0.7602
Epoch 2/8... Discriminator Loss: 1.3784... Generator Loss: 0.7300
Epoch 2/8... Discriminator Loss: 1.3694... Generator Loss: 0.7795
Epoch 2/8... Discriminator Loss: 1.4151... Generator Loss: 0.6668
Epoch 2/8... Discriminator Loss: 1.3849... Generator Loss: 0.7813
Epoch 2/8... Discriminator Loss: 1.3597... Generator Loss: 0.7166
Epoch 2/8... Discriminator Loss: 1.3958... Generator Loss: 0.7328
Epoch 2/8... Discriminator Loss: 1.4009... Generator Loss: 0.6647
Epoch 2/8... Discriminator Loss: 1.4108... Generator Loss: 0.7338
Epoch 2/8... Discriminator Loss: 1.3814... Generator Loss: 0.7516
Epoch 2/8... Discriminator Loss: 1.1733... Generator Loss: 1.0208
Epoch 2/8... Discriminator Loss: 1.4021... Generator Loss: 0.7740
Epoch 2/8... Discriminator Loss: 1.4061... Generator Loss: 0.7366
Epoch 2/8... Discriminator Loss: 1.3616... Generator Loss: 0.7645
Epoch 2/8... Discriminator Loss: 1.4418... Generator Loss: 0.6866
Epoch 2/8... Discriminator Loss: 1.3654... Generator Loss: 0.7533
Epoch 2/8... Discriminator Loss: 1.4528... Generator Loss: 0.7076
Epoch 2/8... Discriminator Loss: 1.4052... Generator Loss: 0.8213
Epoch 2/8... Discriminator Loss: 1.3900... Generator Loss: 0.5383
Epoch 2/8... Discriminator Loss: 1.4503... Generator Loss: 0.9781
Epoch 2/8... Discriminator Loss: 1.4132... Generator Loss: 0.6209
Epoch 2/8... Discriminator Loss: 1.3906... Generator Loss: 0.6892
Epoch 2/8... Discriminator Loss: 1.4192... Generator Loss: 0.6775
Epoch 2/8... Discriminator Loss: 1.3963... Generator Loss: 0.7430
Epoch 2/8... Discriminator Loss: 1.4104... Generator Loss: 0.7807
Epoch 2/8... Discriminator Loss: 1.2443... Generator Loss: 0.9249
Epoch 2/8... Discriminator Loss: 1.3641... Generator Loss: 0.8423
Epoch 2/8... Discriminator Loss: 1.3867... Generator Loss: 0.7681
Epoch 2/8... Discriminator Loss: 1.4328... Generator Loss: 0.6663
Epoch 2/8... Discriminator Loss: 1.3522... Generator Loss: 0.7503
Epoch 2/8... Discriminator Loss: 1.3739... Generator Loss: 0.8104
Epoch 2/8... Discriminator Loss: 1.3896... Generator Loss: 0.7672
Epoch 2/8... Discriminator Loss: 1.2230... Generator Loss: 0.9235
Epoch 2/8... Discriminator Loss: 1.4656... Generator Loss: 1.0128
Epoch 2/8... Discriminator Loss: 1.3740... Generator Loss: 0.7592
Epoch 2/8... Discriminator Loss: 1.4003... Generator Loss: 0.7300
Epoch 2/8... Discriminator Loss: 1.3681... Generator Loss: 0.7903
Epoch 2/8... Discriminator Loss: 1.3908... Generator Loss: 0.7087
Epoch 2/8... Discriminator Loss: 1.4707... Generator Loss: 0.5191
Epoch 2/8... Discriminator Loss: 1.3746... Generator Loss: 0.7514
Epoch 2/8... Discriminator Loss: 1.3321... Generator Loss: 0.7962
Epoch 2/8... Discriminator Loss: 1.3105... Generator Loss: 0.8144
Epoch 2/8... Discriminator Loss: 1.3637... Generator Loss: 0.7912
Epoch 2/8... Discriminator Loss: 1.3812... Generator Loss: 0.7532
Epoch 2/8... Discriminator Loss: 1.3523... Generator Loss: 0.7613
Epoch 2/8... Discriminator Loss: 1.4091... Generator Loss: 0.6785
Epoch 2/8... Discriminator Loss: 1.3751... Generator Loss: 0.6543
Epoch 2/8... Discriminator Loss: 1.4131... Generator Loss: 0.7438
Epoch 2/8... Discriminator Loss: 1.3742... Generator Loss: 0.6430
Epoch 2/8... Discriminator Loss: 1.3896... Generator Loss: 0.7700
Epoch 2/8... Discriminator Loss: 1.3636... Generator Loss: 0.7290
Epoch 2/8... Discriminator Loss: 1.4205... Generator Loss: 0.7415
Epoch 2/8... Discriminator Loss: 1.4097... Generator Loss: 0.7057
Epoch 2/8... Discriminator Loss: 1.4139... Generator Loss: 0.6875
Epoch 2/8... Discriminator Loss: 1.3688... Generator Loss: 0.7751
Epoch 2/8... Discriminator Loss: 1.3333... Generator Loss: 0.7796
Epoch 2/8... Discriminator Loss: 1.3835... Generator Loss: 0.7372
Epoch 2/8... Discriminator Loss: 1.3498... Generator Loss: 0.7769
Epoch 2/8... Discriminator Loss: 1.3049... Generator Loss: 0.8880
Epoch 2/8... Discriminator Loss: 1.4369... Generator Loss: 0.8097
Epoch 2/8... Discriminator Loss: 1.3432... Generator Loss: 0.7304
Epoch 2/8... Discriminator Loss: 1.3975... Generator Loss: 0.7163
Epoch 2/8... Discriminator Loss: 1.3887... Generator Loss: 0.7800
Epoch 2/8... Discriminator Loss: 1.3910... Generator Loss: 0.6909
Epoch 2/8... Discriminator Loss: 1.3670... Generator Loss: 0.7043
Epoch 2/8... Discriminator Loss: 1.4040... Generator Loss: 0.6747
Epoch 2/8... Discriminator Loss: 1.4298... Generator Loss: 0.8528
Epoch 2/8... Discriminator Loss: 1.4058... Generator Loss: 0.7338
Epoch 2/8... Discriminator Loss: 1.3844... Generator Loss: 0.6955
Epoch 2/8... Discriminator Loss: 1.3444... Generator Loss: 0.7417
Epoch 2/8... Discriminator Loss: 1.3581... Generator Loss: 0.7821
Epoch 2/8... Discriminator Loss: 1.3716... Generator Loss: 0.8405
Epoch 2/8... Discriminator Loss: 1.3952... Generator Loss: 0.7206
Epoch 2/8... Discriminator Loss: 1.2985... Generator Loss: 0.8444
Epoch 2/8... Discriminator Loss: 1.4022... Generator Loss: 0.7277
Epoch 2/8... Discriminator Loss: 1.3673... Generator Loss: 0.7583
Epoch 2/8... Discriminator Loss: 1.3518... Generator Loss: 0.7493
Epoch 2/8... Discriminator Loss: 1.4167... Generator Loss: 0.8601
Epoch 2/8... Discriminator Loss: 1.4456... Generator Loss: 0.6145
Epoch 2/8... Discriminator Loss: 1.3912... Generator Loss: 0.7262
Epoch 2/8... Discriminator Loss: 1.4299... Generator Loss: 0.7206
Epoch 2/8... Discriminator Loss: 1.3907... Generator Loss: 0.7262
Epoch 2/8... Discriminator Loss: 1.3566... Generator Loss: 0.7951
Epoch 2/8... Discriminator Loss: 1.3734... Generator Loss: 0.7226
Epoch 2/8... Discriminator Loss: 1.2384... Generator Loss: 0.9347
Epoch 2/8... Discriminator Loss: 1.4049... Generator Loss: 0.6804
Epoch 2/8... Discriminator Loss: 1.3065... Generator Loss: 0.8708
Epoch 2/8... Discriminator Loss: 1.3730... Generator Loss: 0.7727
Epoch 2/8... Discriminator Loss: 1.3412... Generator Loss: 0.6911
Epoch 2/8... Discriminator Loss: 1.3247... Generator Loss: 0.7946
Epoch 2/8... Discriminator Loss: 1.3904... Generator Loss: 0.7227
Epoch 2/8... Discriminator Loss: 1.3905... Generator Loss: 0.7213
Epoch 2/8... Discriminator Loss: 1.3316... Generator Loss: 0.8217
Epoch 2/8... Discriminator Loss: 1.3455... Generator Loss: 0.7566
Epoch 2/8... Discriminator Loss: 1.3267... Generator Loss: 0.7831
Epoch 2/8... Discriminator Loss: 1.3406... Generator Loss: 0.8928
Epoch 2/8... Discriminator Loss: 1.3628... Generator Loss: 0.7411
Epoch 2/8... Discriminator Loss: 1.3813... Generator Loss: 0.7628
Epoch 2/8... Discriminator Loss: 1.4360... Generator Loss: 0.6680
Epoch 2/8... Discriminator Loss: 1.3931... Generator Loss: 0.7648
Epoch 2/8... Discriminator Loss: 1.3061... Generator Loss: 0.7848
Epoch 2/8... Discriminator Loss: 1.3777... Generator Loss: 0.7145
Epoch 2/8... Discriminator Loss: 1.3544... Generator Loss: 0.8115
Epoch 2/8... Discriminator Loss: 1.3213... Generator Loss: 0.7855
Epoch 2/8... Discriminator Loss: 1.5463... Generator Loss: 0.8891
Epoch 2/8... Discriminator Loss: 1.4338... Generator Loss: 0.7081
Epoch 2/8... Discriminator Loss: 1.4287... Generator Loss: 0.6384
Epoch 2/8... Discriminator Loss: 1.3542... Generator Loss: 0.7332
Epoch 2/8... Discriminator Loss: 1.4137... Generator Loss: 0.7709
Epoch 2/8... Discriminator Loss: 1.3637... Generator Loss: 0.7204
Epoch 2/8... Discriminator Loss: 1.3113... Generator Loss: 0.7818
Epoch 2/8... Discriminator Loss: 1.4279... Generator Loss: 0.6440
Epoch 2/8... Discriminator Loss: 1.3866... Generator Loss: 0.7663
Epoch 2/8... Discriminator Loss: 1.3440... Generator Loss: 0.7594
Epoch 2/8... Discriminator Loss: 1.3548... Generator Loss: 0.7046
Epoch 2/8... Discriminator Loss: 1.4152... Generator Loss: 0.8165
Epoch 2/8... Discriminator Loss: 1.3878... Generator Loss: 0.9029
Epoch 2/8... Discriminator Loss: 1.3637... Generator Loss: 0.7032
Epoch 2/8... Discriminator Loss: 1.2692... Generator Loss: 0.9032
Epoch 2/8... Discriminator Loss: 1.4036... Generator Loss: 0.6395
Epoch 2/8... Discriminator Loss: 1.3845... Generator Loss: 0.7150
Epoch 2/8... Discriminator Loss: 1.3634... Generator Loss: 0.7163
Epoch 2/8... Discriminator Loss: 1.2886... Generator Loss: 0.9009
Epoch 2/8... Discriminator Loss: 1.3741... Generator Loss: 0.6459
Epoch 2/8... Discriminator Loss: 1.3961... Generator Loss: 0.7203
Epoch 2/8... Discriminator Loss: 1.3649... Generator Loss: 0.7628
Epoch 2/8... Discriminator Loss: 1.3914... Generator Loss: 0.7183
Epoch 2/8... Discriminator Loss: 1.4203... Generator Loss: 1.0826
Epoch 2/8... Discriminator Loss: 1.3876... Generator Loss: 0.6894
Epoch 2/8... Discriminator Loss: 1.3778... Generator Loss: 0.7622
Epoch 2/8... Discriminator Loss: 1.4003... Generator Loss: 0.7506
Epoch 2/8... Discriminator Loss: 1.3599... Generator Loss: 0.7248
Epoch 2/8... Discriminator Loss: 1.4331... Generator Loss: 0.7041
Epoch 2/8... Discriminator Loss: 1.3720... Generator Loss: 0.7105
Epoch 2/8... Discriminator Loss: 1.3767... Generator Loss: 0.8436
Epoch 2/8... Discriminator Loss: 1.3641... Generator Loss: 0.7641
Epoch 2/8... Discriminator Loss: 1.3957... Generator Loss: 0.7334
Epoch 2/8... Discriminator Loss: 1.3486... Generator Loss: 0.7783
Epoch 2/8... Discriminator Loss: 1.4436... Generator Loss: 0.6507
Epoch 2/8... Discriminator Loss: 1.4348... Generator Loss: 0.7426
Epoch 2/8... Discriminator Loss: 1.3874... Generator Loss: 0.6968
Epoch 2/8... Discriminator Loss: 1.4228... Generator Loss: 0.6859
Epoch 2/8... Discriminator Loss: 1.3537... Generator Loss: 0.7975
Epoch 2/8... Discriminator Loss: 1.3479... Generator Loss: 0.8064
Epoch 2/8... Discriminator Loss: 1.3613... Generator Loss: 0.8249
Epoch 2/8... Discriminator Loss: 1.3522... Generator Loss: 0.7312
Epoch 2/8... Discriminator Loss: 1.3682... Generator Loss: 0.8208
Epoch 2/8... Discriminator Loss: 1.3951... Generator Loss: 0.7839
Epoch 2/8... Discriminator Loss: 1.3743... Generator Loss: 0.7205
Epoch 2/8... Discriminator Loss: 1.3669... Generator Loss: 0.7843
Epoch 2/8... Discriminator Loss: 1.4335... Generator Loss: 0.6884
Epoch 2/8... Discriminator Loss: 1.3531... Generator Loss: 0.7863
Epoch 2/8... Discriminator Loss: 1.3548... Generator Loss: 0.7217
Epoch 2/8... Discriminator Loss: 1.3797... Generator Loss: 0.8176
Epoch 2/8... Discriminator Loss: 1.3683... Generator Loss: 0.7719
Epoch 2/8... Discriminator Loss: 1.3483... Generator Loss: 0.7846
Epoch 2/8... Discriminator Loss: 1.4212... Generator Loss: 0.8562
Epoch 2/8... Discriminator Loss: 1.4213... Generator Loss: 0.7029
Epoch 2/8... Discriminator Loss: 1.3581... Generator Loss: 0.7914
Epoch 2/8... Discriminator Loss: 1.3939... Generator Loss: 0.7460
Epoch 2/8... Discriminator Loss: 1.3632... Generator Loss: 0.7497
Epoch 2/8... Discriminator Loss: 1.3778... Generator Loss: 0.7449
Epoch 2/8... Discriminator Loss: 1.4227... Generator Loss: 0.6760
Epoch 2/8... Discriminator Loss: 1.3834... Generator Loss: 0.9316
Epoch 2/8... Discriminator Loss: 1.4102... Generator Loss: 0.5930
Epoch 2/8... Discriminator Loss: 1.3971... Generator Loss: 0.8037
Epoch 2/8... Discriminator Loss: 1.3511... Generator Loss: 0.7756
Epoch 2/8... Discriminator Loss: 1.3943... Generator Loss: 0.7238
Epoch 2/8... Discriminator Loss: 1.3671... Generator Loss: 0.7523
Epoch 2/8... Discriminator Loss: 1.3640... Generator Loss: 0.7118
Epoch 2/8... Discriminator Loss: 1.2334... Generator Loss: 0.9938
Epoch 2/8... Discriminator Loss: 1.3658... Generator Loss: 0.7130
Epoch 2/8... Discriminator Loss: 1.3039... Generator Loss: 0.7923
Epoch 2/8... Discriminator Loss: 1.3996... Generator Loss: 0.6944
Epoch 2/8... Discriminator Loss: 1.3649... Generator Loss: 0.8041
Epoch 2/8... Discriminator Loss: 1.3604... Generator Loss: 0.7971
Epoch 2/8... Discriminator Loss: 1.3825... Generator Loss: 0.6780
Epoch 2/8... Discriminator Loss: 1.3967... Generator Loss: 0.7505
Epoch 2/8... Discriminator Loss: 1.3875... Generator Loss: 0.8679
Epoch 2/8... Discriminator Loss: 1.3731... Generator Loss: 0.7191
Epoch 2/8... Discriminator Loss: 1.4044... Generator Loss: 0.7511
Epoch 2/8... Discriminator Loss: 1.4147... Generator Loss: 0.6589
Epoch 2/8... Discriminator Loss: 1.3843... Generator Loss: 0.6572
Epoch 2/8... Discriminator Loss: 1.3571... Generator Loss: 0.7830
Epoch 2/8... Discriminator Loss: 1.3838... Generator Loss: 0.7856
Epoch 2/8... Discriminator Loss: 1.4050... Generator Loss: 0.6429
Epoch 2/8... Discriminator Loss: 1.4156... Generator Loss: 0.6564
Epoch 2/8... Discriminator Loss: 1.3718... Generator Loss: 0.7793
Epoch 2/8... Discriminator Loss: 1.3600... Generator Loss: 0.6851
Epoch 2/8... Discriminator Loss: 1.4425... Generator Loss: 0.6542
Epoch 2/8... Discriminator Loss: 1.3766... Generator Loss: 0.7716
Epoch 2/8... Discriminator Loss: 1.3851... Generator Loss: 0.7356
Epoch 2/8... Discriminator Loss: 1.3704... Generator Loss: 0.7459
Epoch 2/8... Discriminator Loss: 1.3778... Generator Loss: 0.7605
Epoch 2/8... Discriminator Loss: 1.3734... Generator Loss: 0.7455
Epoch 2/8... Discriminator Loss: 1.3885... Generator Loss: 0.7592
Epoch 2/8... Discriminator Loss: 1.3906... Generator Loss: 0.7440
Epoch 2/8... Discriminator Loss: 1.3951... Generator Loss: 0.6844
Epoch 2/8... Discriminator Loss: 1.3324... Generator Loss: 0.8985
Epoch 2/8... Discriminator Loss: 1.4172... Generator Loss: 0.6717
Epoch 2/8... Discriminator Loss: 1.3529... Generator Loss: 0.7201
Epoch 2/8... Discriminator Loss: 1.3614... Generator Loss: 0.7927
Epoch 2/8... Discriminator Loss: 1.3863... Generator Loss: 0.6742
Epoch 2/8... Discriminator Loss: 1.3899... Generator Loss: 0.6817
Epoch 2/8... Discriminator Loss: 1.3772... Generator Loss: 0.8286
Epoch 2/8... Discriminator Loss: 1.3697... Generator Loss: 0.7295
Epoch 2/8... Discriminator Loss: 1.3193... Generator Loss: 0.8796
Epoch 2/8... Discriminator Loss: 1.3931... Generator Loss: 0.7598
Epoch 2/8... Discriminator Loss: 1.4055... Generator Loss: 0.6726
Epoch 2/8... Discriminator Loss: 1.3532... Generator Loss: 0.7213
Epoch 2/8... Discriminator Loss: 1.3837... Generator Loss: 0.7370
Epoch 2/8... Discriminator Loss: 1.3716... Generator Loss: 0.7039
Epoch 2/8... Discriminator Loss: 1.3966... Generator Loss: 0.7102
Epoch 2/8... Discriminator Loss: 1.4313... Generator Loss: 0.7923
Epoch 2/8... Discriminator Loss: 1.4299... Generator Loss: 0.6726
Epoch 2/8... Discriminator Loss: 1.3709... Generator Loss: 1.0399
Epoch 2/8... Discriminator Loss: 1.3944... Generator Loss: 0.6770
Epoch 2/8... Discriminator Loss: 1.3668... Generator Loss: 0.7392
Epoch 2/8... Discriminator Loss: 1.3706... Generator Loss: 0.7397
Epoch 2/8... Discriminator Loss: 1.4861... Generator Loss: 0.5705
Epoch 2/8... Discriminator Loss: 1.4323... Generator Loss: 0.7625
Epoch 2/8... Discriminator Loss: 1.3569... Generator Loss: 0.7842
Epoch 2/8... Discriminator Loss: 1.3808... Generator Loss: 0.7974
Epoch 2/8... Discriminator Loss: 1.3702... Generator Loss: 0.7863
Epoch 2/8... Discriminator Loss: 1.4130... Generator Loss: 0.7452
Epoch 2/8... Discriminator Loss: 1.3839... Generator Loss: 0.7767
Epoch 2/8... Discriminator Loss: 1.3624... Generator Loss: 0.7075
Epoch 2/8... Discriminator Loss: 1.3692... Generator Loss: 0.7551
Epoch 2/8... Discriminator Loss: 1.3742... Generator Loss: 0.8165
Epoch 2/8... Discriminator Loss: 1.4330... Generator Loss: 0.6496
Epoch 2/8... Discriminator Loss: 1.3905... Generator Loss: 0.7348
Epoch 2/8... Discriminator Loss: 1.4299... Generator Loss: 0.6873
Epoch 2/8... Discriminator Loss: 1.4194... Generator Loss: 0.6843
Epoch 2/8... Discriminator Loss: 1.4058... Generator Loss: 0.7224
Epoch 2/8... Discriminator Loss: 1.4453... Generator Loss: 0.7386
Epoch 2/8... Discriminator Loss: 1.3552... Generator Loss: 0.7811
Epoch 2/8... Discriminator Loss: 1.3963... Generator Loss: 0.6992
Epoch 2/8... Discriminator Loss: 1.3705... Generator Loss: 0.8331
Epoch 2/8... Discriminator Loss: 1.4232... Generator Loss: 0.7159
Epoch 2/8... Discriminator Loss: 1.3529... Generator Loss: 0.7478
Epoch 2/8... Discriminator Loss: 1.3591... Generator Loss: 0.7502
Epoch 2/8... Discriminator Loss: 1.4134... Generator Loss: 0.7240
Epoch 2/8... Discriminator Loss: 1.3529... Generator Loss: 0.7815
Epoch 2/8... Discriminator Loss: 1.3783... Generator Loss: 0.7782
Epoch 2/8... Discriminator Loss: 1.3837... Generator Loss: 0.7387
Epoch 2/8... Discriminator Loss: 1.4091... Generator Loss: 0.7168
Epoch 2/8... Discriminator Loss: 1.4354... Generator Loss: 0.6742
Epoch 2/8... Discriminator Loss: 1.3799... Generator Loss: 0.7920
Epoch 2/8... Discriminator Loss: 1.4375... Generator Loss: 0.6984
Epoch 2/8... Discriminator Loss: 1.3692... Generator Loss: 0.7538
Epoch 2/8... Discriminator Loss: 1.4143... Generator Loss: 0.7269
Epoch 2/8... Discriminator Loss: 1.3659... Generator Loss: 0.8071
Epoch 2/8... Discriminator Loss: 1.4061... Generator Loss: 0.6710
Epoch 2/8... Discriminator Loss: 1.4261... Generator Loss: 1.0098
Epoch 2/8... Discriminator Loss: 1.4552... Generator Loss: 0.6738
Epoch 2/8... Discriminator Loss: 1.4288... Generator Loss: 0.7374
Epoch 2/8... Discriminator Loss: 1.3847... Generator Loss: 0.7724
Epoch 2/8... Discriminator Loss: 1.4031... Generator Loss: 0.6948
Epoch 2/8... Discriminator Loss: 1.3579... Generator Loss: 0.8387
Epoch 2/8... Discriminator Loss: 1.3784... Generator Loss: 0.7620
Epoch 2/8... Discriminator Loss: 1.3434... Generator Loss: 0.7025
Epoch 2/8... Discriminator Loss: 1.3597... Generator Loss: 0.8062
Epoch 2/8... Discriminator Loss: 1.4438... Generator Loss: 0.6627
Epoch 2/8... Discriminator Loss: 1.4020... Generator Loss: 0.7463
Epoch 2/8... Discriminator Loss: 1.3606... Generator Loss: 0.7439
Epoch 2/8... Discriminator Loss: 1.3798... Generator Loss: 0.7761
Epoch 2/8... Discriminator Loss: 1.4146... Generator Loss: 0.6407
Epoch 2/8... Discriminator Loss: 1.3848... Generator Loss: 0.7271
Epoch 2/8... Discriminator Loss: 1.3629... Generator Loss: 0.7298
Epoch 2/8... Discriminator Loss: 1.4223... Generator Loss: 0.7485
Epoch 2/8... Discriminator Loss: 1.4145... Generator Loss: 0.6645
Epoch 2/8... Discriminator Loss: 1.3643... Generator Loss: 0.7695
Epoch 2/8... Discriminator Loss: 1.3854... Generator Loss: 0.7836
Epoch 2/8... Discriminator Loss: 1.3512... Generator Loss: 0.8672
Epoch 2/8... Discriminator Loss: 1.3972... Generator Loss: 0.7379
Epoch 2/8... Discriminator Loss: 1.4147... Generator Loss: 0.7039
Epoch 2/8... Discriminator Loss: 1.3666... Generator Loss: 0.6718
Epoch 2/8... Discriminator Loss: 1.3838... Generator Loss: 0.7935
Epoch 2/8... Discriminator Loss: 1.3908... Generator Loss: 0.6503
Epoch 2/8... Discriminator Loss: 1.3760... Generator Loss: 0.7097
Epoch 2/8... Discriminator Loss: 1.4425... Generator Loss: 0.6539
Epoch 2/8... Discriminator Loss: 1.3868... Generator Loss: 0.6930
Epoch 2/8... Discriminator Loss: 1.3906... Generator Loss: 0.7555
Epoch 2/8... Discriminator Loss: 1.3626... Generator Loss: 0.7671
Epoch 2/8... Discriminator Loss: 1.3791... Generator Loss: 0.7861
Epoch 2/8... Discriminator Loss: 1.4605... Generator Loss: 0.6743
Epoch 2/8... Discriminator Loss: 1.3864... Generator Loss: 0.8013
Epoch 2/8... Discriminator Loss: 1.4065... Generator Loss: 0.7477
Epoch 2/8... Discriminator Loss: 1.4003... Generator Loss: 0.7685
Epoch 2/8... Discriminator Loss: 1.3791... Generator Loss: 0.7342
Epoch 2/8... Discriminator Loss: 1.4349... Generator Loss: 0.7356
Epoch 2/8... Discriminator Loss: 1.3925... Generator Loss: 0.6979
Epoch 2/8... Discriminator Loss: 1.4053... Generator Loss: 0.7571
Epoch 2/8... Discriminator Loss: 1.3979... Generator Loss: 0.8221
Epoch 2/8... Discriminator Loss: 1.3580... Generator Loss: 0.7434
Epoch 2/8... Discriminator Loss: 1.3808... Generator Loss: 0.6937
Epoch 2/8... Discriminator Loss: 1.3650... Generator Loss: 0.7457
Epoch 2/8... Discriminator Loss: 1.3462... Generator Loss: 0.7812
Epoch 2/8... Discriminator Loss: 1.3783... Generator Loss: 0.7621
Epoch 2/8... Discriminator Loss: 1.3920... Generator Loss: 0.7815
Epoch 2/8... Discriminator Loss: 1.4254... Generator Loss: 0.6727
Epoch 2/8... Discriminator Loss: 1.3341... Generator Loss: 0.7527
Epoch 2/8... Discriminator Loss: 1.3567... Generator Loss: 0.7849
Epoch 2/8... Discriminator Loss: 1.4111... Generator Loss: 0.6836
Epoch 2/8... Discriminator Loss: 1.3890... Generator Loss: 0.7405
Epoch 2/8... Discriminator Loss: 1.3915... Generator Loss: 0.7445
Epoch 2/8... Discriminator Loss: 1.4339... Generator Loss: 0.6706
Epoch 2/8... Discriminator Loss: 1.3485... Generator Loss: 0.7753
Epoch 2/8... Discriminator Loss: 1.4206... Generator Loss: 0.7420
Epoch 2/8... Discriminator Loss: 1.3236... Generator Loss: 0.7760
Epoch 2/8... Discriminator Loss: 1.4150... Generator Loss: 0.7285
Epoch 2/8... Discriminator Loss: 1.3748... Generator Loss: 0.7204
Epoch 2/8... Discriminator Loss: 1.4016... Generator Loss: 0.8297
Epoch 2/8... Discriminator Loss: 1.3764... Generator Loss: 0.7591
Epoch 2/8... Discriminator Loss: 1.3578... Generator Loss: 0.7519
Epoch 2/8... Discriminator Loss: 1.4016... Generator Loss: 0.7439
Epoch 2/8... Discriminator Loss: 1.3712... Generator Loss: 0.8026
Epoch 2/8... Discriminator Loss: 1.3950... Generator Loss: 0.6718
Epoch 2/8... Discriminator Loss: 1.4409... Generator Loss: 0.7528
Epoch 2/8... Discriminator Loss: 1.4248... Generator Loss: 0.7376
Epoch 2/8... Discriminator Loss: 1.3513... Generator Loss: 0.7925
Epoch 2/8... Discriminator Loss: 1.3740... Generator Loss: 0.7755
Epoch 2/8... Discriminator Loss: 1.3789... Generator Loss: 0.6950
Epoch 2/8... Discriminator Loss: 1.4097... Generator Loss: 0.7976
Epoch 2/8... Discriminator Loss: 1.4170... Generator Loss: 0.5990
Epoch 2/8... Discriminator Loss: 1.4134... Generator Loss: 0.7865
Epoch 3/8... Discriminator Loss: 1.4115... Generator Loss: 0.6661
Epoch 3/8... Discriminator Loss: 1.4045... Generator Loss: 0.7968
Epoch 3/8... Discriminator Loss: 1.4836... Generator Loss: 0.6065
Epoch 3/8... Discriminator Loss: 1.4239... Generator Loss: 0.7348
Epoch 3/8... Discriminator Loss: 1.4150... Generator Loss: 0.6658
Epoch 3/8... Discriminator Loss: 1.4321... Generator Loss: 0.6475
Epoch 3/8... Discriminator Loss: 1.3801... Generator Loss: 0.8384
Epoch 3/8... Discriminator Loss: 1.3591... Generator Loss: 0.7729
Epoch 3/8... Discriminator Loss: 1.4057... Generator Loss: 0.6746
Epoch 3/8... Discriminator Loss: 1.4171... Generator Loss: 0.7714
Epoch 3/8... Discriminator Loss: 1.4319... Generator Loss: 0.6957
Epoch 3/8... Discriminator Loss: 1.3975... Generator Loss: 0.7466
Epoch 3/8... Discriminator Loss: 1.3742... Generator Loss: 0.7561
Epoch 3/8... Discriminator Loss: 1.3599... Generator Loss: 0.7483
Epoch 3/8... Discriminator Loss: 1.3544... Generator Loss: 0.8122
Epoch 3/8... Discriminator Loss: 1.4059... Generator Loss: 0.6617
Epoch 3/8... Discriminator Loss: 1.3888... Generator Loss: 0.8013
Epoch 3/8... Discriminator Loss: 1.4061... Generator Loss: 0.6817
Epoch 3/8... Discriminator Loss: 1.3766... Generator Loss: 0.7699
Epoch 3/8... Discriminator Loss: 1.4161... Generator Loss: 0.6175
Epoch 3/8... Discriminator Loss: 1.4332... Generator Loss: 0.8766
Epoch 3/8... Discriminator Loss: 1.3947... Generator Loss: 0.6627
Epoch 3/8... Discriminator Loss: 1.4093... Generator Loss: 0.7324
Epoch 3/8... Discriminator Loss: 1.3640... Generator Loss: 0.7456
Epoch 3/8... Discriminator Loss: 1.4289... Generator Loss: 0.7802
Epoch 3/8... Discriminator Loss: 1.3783... Generator Loss: 0.7288
Epoch 3/8... Discriminator Loss: 1.3628... Generator Loss: 0.8048
Epoch 3/8... Discriminator Loss: 1.3880... Generator Loss: 0.7437
Epoch 3/8... Discriminator Loss: 1.3636... Generator Loss: 0.7610
Epoch 3/8... Discriminator Loss: 1.4224... Generator Loss: 0.7383
Epoch 3/8... Discriminator Loss: 1.3670... Generator Loss: 0.7710
Epoch 3/8... Discriminator Loss: 1.4088... Generator Loss: 0.7211
Epoch 3/8... Discriminator Loss: 1.3908... Generator Loss: 0.6435
Epoch 3/8... Discriminator Loss: 1.4273... Generator Loss: 0.7280
Epoch 3/8... Discriminator Loss: 1.3792... Generator Loss: 0.7712
Epoch 3/8... Discriminator Loss: 1.1802... Generator Loss: 1.1607
Epoch 3/8... Discriminator Loss: 1.5350... Generator Loss: 0.6660
Epoch 3/8... Discriminator Loss: 1.4812... Generator Loss: 0.6369
Epoch 3/8... Discriminator Loss: 1.3871... Generator Loss: 0.6844
Epoch 3/8... Discriminator Loss: 1.3811... Generator Loss: 0.7865
Epoch 3/8... Discriminator Loss: 1.4211... Generator Loss: 0.7493
Epoch 3/8... Discriminator Loss: 1.3487... Generator Loss: 0.8134
Epoch 3/8... Discriminator Loss: 1.3762... Generator Loss: 0.7164
Epoch 3/8... Discriminator Loss: 1.3734... Generator Loss: 0.7704
Epoch 3/8... Discriminator Loss: 1.4036... Generator Loss: 0.7813
Epoch 3/8... Discriminator Loss: 1.3692... Generator Loss: 0.7571
Epoch 3/8... Discriminator Loss: 1.3923... Generator Loss: 0.7606
Epoch 3/8... Discriminator Loss: 1.3751... Generator Loss: 0.7554
Epoch 3/8... Discriminator Loss: 1.3801... Generator Loss: 0.7023
Epoch 3/8... Discriminator Loss: 1.4038... Generator Loss: 0.7132
Epoch 3/8... Discriminator Loss: 1.4010... Generator Loss: 0.7744
Epoch 3/8... Discriminator Loss: 1.3363... Generator Loss: 0.8436
Epoch 3/8... Discriminator Loss: 1.4200... Generator Loss: 0.7059
Epoch 3/8... Discriminator Loss: 1.3875... Generator Loss: 0.7696
Epoch 3/8... Discriminator Loss: 1.3713... Generator Loss: 0.7724
Epoch 3/8... Discriminator Loss: 1.3942... Generator Loss: 0.7658
Epoch 3/8... Discriminator Loss: 1.4176... Generator Loss: 0.6881
Epoch 3/8... Discriminator Loss: 1.3918... Generator Loss: 0.7586
Epoch 3/8... Discriminator Loss: 1.3718... Generator Loss: 0.7822
Epoch 3/8... Discriminator Loss: 1.3599... Generator Loss: 0.7366
Epoch 3/8... Discriminator Loss: 1.3565... Generator Loss: 0.7306
Epoch 3/8... Discriminator Loss: 1.3918... Generator Loss: 0.7517
Epoch 3/8... Discriminator Loss: 1.3955... Generator Loss: 0.7473
Epoch 3/8... Discriminator Loss: 1.3723... Generator Loss: 0.7799
Epoch 3/8... Discriminator Loss: 1.3967... Generator Loss: 0.7409
Epoch 3/8... Discriminator Loss: 1.3657... Generator Loss: 0.7897
Epoch 3/8... Discriminator Loss: 1.4049... Generator Loss: 0.7401
Epoch 3/8... Discriminator Loss: 1.3733... Generator Loss: 0.7827
Epoch 3/8... Discriminator Loss: 1.4281... Generator Loss: 0.7817
Epoch 3/8... Discriminator Loss: 1.3858... Generator Loss: 0.7005
Epoch 3/8... Discriminator Loss: 1.4135... Generator Loss: 0.6940
Epoch 3/8... Discriminator Loss: 1.3654... Generator Loss: 0.7884
Epoch 3/8... Discriminator Loss: 1.3843... Generator Loss: 0.7855
Epoch 3/8... Discriminator Loss: 1.3888... Generator Loss: 0.7753
Epoch 3/8... Discriminator Loss: 1.3528... Generator Loss: 0.7356
Epoch 3/8... Discriminator Loss: 1.3664... Generator Loss: 0.8223
Epoch 3/8... Discriminator Loss: 1.4601... Generator Loss: 0.5571
Epoch 3/8... Discriminator Loss: 1.4358... Generator Loss: 0.9650
Epoch 3/8... Discriminator Loss: 1.3852... Generator Loss: 0.7648
Epoch 3/8... Discriminator Loss: 1.4067... Generator Loss: 0.7358
Epoch 3/8... Discriminator Loss: 1.3971... Generator Loss: 0.7582
Epoch 3/8... Discriminator Loss: 1.4033... Generator Loss: 0.6967
Epoch 3/8... Discriminator Loss: 1.3985... Generator Loss: 0.7613
Epoch 3/8... Discriminator Loss: 1.4049... Generator Loss: 0.7399
Epoch 3/8... Discriminator Loss: 1.3555... Generator Loss: 0.7554
Epoch 3/8... Discriminator Loss: 1.3424... Generator Loss: 0.7474
Epoch 3/8... Discriminator Loss: 1.3863... Generator Loss: 0.7898
Epoch 3/8... Discriminator Loss: 1.3524... Generator Loss: 0.7867
Epoch 3/8... Discriminator Loss: 1.3623... Generator Loss: 0.7425
Epoch 3/8... Discriminator Loss: 1.4052... Generator Loss: 0.7809
Epoch 3/8... Discriminator Loss: 1.3957... Generator Loss: 0.7063
Epoch 3/8... Discriminator Loss: 1.4157... Generator Loss: 0.7399
Epoch 3/8... Discriminator Loss: 1.3693... Generator Loss: 0.7314
Epoch 3/8... Discriminator Loss: 1.4153... Generator Loss: 0.7113
Epoch 3/8... Discriminator Loss: 1.3547... Generator Loss: 0.7555
Epoch 3/8... Discriminator Loss: 1.3969... Generator Loss: 0.7821
Epoch 3/8... Discriminator Loss: 1.4142... Generator Loss: 0.7719
Epoch 3/8... Discriminator Loss: 1.3858... Generator Loss: 0.7391
Epoch 3/8... Discriminator Loss: 1.3414... Generator Loss: 0.7510
Epoch 3/8... Discriminator Loss: 1.4089... Generator Loss: 0.8050
Epoch 3/8... Discriminator Loss: 1.4180... Generator Loss: 0.7809
Epoch 3/8... Discriminator Loss: 1.3596... Generator Loss: 0.7733
Epoch 3/8... Discriminator Loss: 1.4053... Generator Loss: 0.7814
Epoch 3/8... Discriminator Loss: 1.3601... Generator Loss: 0.7821
Epoch 3/8... Discriminator Loss: 1.3647... Generator Loss: 0.7605
Epoch 3/8... Discriminator Loss: 1.3868... Generator Loss: 0.7407
Epoch 3/8... Discriminator Loss: 1.3750... Generator Loss: 0.7677
Epoch 3/8... Discriminator Loss: 1.4047... Generator Loss: 0.7509
Epoch 3/8... Discriminator Loss: 1.3362... Generator Loss: 0.7882
Epoch 3/8... Discriminator Loss: 1.4008... Generator Loss: 0.7679
Epoch 3/8... Discriminator Loss: 1.3466... Generator Loss: 0.8155
Epoch 3/8... Discriminator Loss: 1.3842... Generator Loss: 0.7464
Epoch 3/8... Discriminator Loss: 1.3687... Generator Loss: 0.7567
Epoch 3/8... Discriminator Loss: 1.4050... Generator Loss: 0.7255
Epoch 3/8... Discriminator Loss: 1.4047... Generator Loss: 0.6915
Epoch 3/8... Discriminator Loss: 1.4267... Generator Loss: 0.6642
Epoch 3/8... Discriminator Loss: 1.3723... Generator Loss: 0.7355
Epoch 3/8... Discriminator Loss: 1.3694... Generator Loss: 0.7845
Epoch 3/8... Discriminator Loss: 1.3975... Generator Loss: 0.6993
Epoch 3/8... Discriminator Loss: 1.3686... Generator Loss: 0.7550
Epoch 3/8... Discriminator Loss: 1.4165... Generator Loss: 0.7290
Epoch 3/8... Discriminator Loss: 1.4177... Generator Loss: 0.6838
Epoch 3/8... Discriminator Loss: 1.4359... Generator Loss: 0.7167
Epoch 3/8... Discriminator Loss: 1.3693... Generator Loss: 0.6438
Epoch 3/8... Discriminator Loss: 1.3698... Generator Loss: 0.7163
Epoch 3/8... Discriminator Loss: 1.3864... Generator Loss: 0.7542
Epoch 3/8... Discriminator Loss: 1.3826... Generator Loss: 0.7469
Epoch 3/8... Discriminator Loss: 1.3858... Generator Loss: 0.6893
Epoch 3/8... Discriminator Loss: 1.4043... Generator Loss: 0.7154
Epoch 3/8... Discriminator Loss: 1.3553... Generator Loss: 0.7456
Epoch 3/8... Discriminator Loss: 1.3869... Generator Loss: 0.7043
Epoch 3/8... Discriminator Loss: 1.3582... Generator Loss: 0.8088
Epoch 3/8... Discriminator Loss: 1.4141... Generator Loss: 0.7147
Epoch 3/8... Discriminator Loss: 1.3502... Generator Loss: 0.7660
Epoch 3/8... Discriminator Loss: 1.3760... Generator Loss: 0.7783
Epoch 3/8... Discriminator Loss: 1.3668... Generator Loss: 0.7493
Epoch 3/8... Discriminator Loss: 1.3800... Generator Loss: 0.7746
Epoch 3/8... Discriminator Loss: 1.3481... Generator Loss: 0.7615
Epoch 3/8... Discriminator Loss: 1.3696... Generator Loss: 0.8070
Epoch 3/8... Discriminator Loss: 1.3803... Generator Loss: 0.7747
Epoch 3/8... Discriminator Loss: 1.4185... Generator Loss: 0.6997
Epoch 3/8... Discriminator Loss: 1.4014... Generator Loss: 0.7678
Epoch 3/8... Discriminator Loss: 1.3997... Generator Loss: 0.7866
Epoch 3/8... Discriminator Loss: 1.3509... Generator Loss: 0.7851
Epoch 3/8... Discriminator Loss: 1.2927... Generator Loss: 0.9063
Epoch 3/8... Discriminator Loss: 1.4026... Generator Loss: 0.6525
Epoch 3/8... Discriminator Loss: 1.3732... Generator Loss: 0.7284
Epoch 3/8... Discriminator Loss: 1.3869... Generator Loss: 0.7844
Epoch 3/8... Discriminator Loss: 1.3687... Generator Loss: 0.7406
Epoch 3/8... Discriminator Loss: 1.3972... Generator Loss: 0.6961
Epoch 3/8... Discriminator Loss: 1.3555... Generator Loss: 0.8035
Epoch 3/8... Discriminator Loss: 1.4274... Generator Loss: 0.6941
Epoch 3/8... Discriminator Loss: 1.3500... Generator Loss: 0.8035
Epoch 3/8... Discriminator Loss: 1.4799... Generator Loss: 0.5437
Epoch 3/8... Discriminator Loss: 1.3760... Generator Loss: 0.8586
Epoch 3/8... Discriminator Loss: 1.4049... Generator Loss: 0.6924
Epoch 3/8... Discriminator Loss: 1.3996... Generator Loss: 0.6845
Epoch 3/8... Discriminator Loss: 1.3943... Generator Loss: 0.7802
Epoch 3/8... Discriminator Loss: 1.4216... Generator Loss: 0.7178
Epoch 3/8... Discriminator Loss: 1.3703... Generator Loss: 0.7641
Epoch 3/8... Discriminator Loss: 1.3895... Generator Loss: 0.7603
Epoch 3/8... Discriminator Loss: 1.3986... Generator Loss: 0.6835
Epoch 3/8... Discriminator Loss: 1.3855... Generator Loss: 0.7442
Epoch 3/8... Discriminator Loss: 1.3341... Generator Loss: 0.8214
Epoch 3/8... Discriminator Loss: 1.3417... Generator Loss: 0.8020
Epoch 3/8... Discriminator Loss: 1.4085... Generator Loss: 0.6919
Epoch 3/8... Discriminator Loss: 1.4067... Generator Loss: 0.7491
Epoch 3/8... Discriminator Loss: 1.3891... Generator Loss: 0.7237
Epoch 3/8... Discriminator Loss: 1.3773... Generator Loss: 0.7649
Epoch 3/8... Discriminator Loss: 1.3863... Generator Loss: 0.7956
Epoch 3/8... Discriminator Loss: 1.3976... Generator Loss: 0.7169
Epoch 3/8... Discriminator Loss: 1.3940... Generator Loss: 0.7906
Epoch 3/8... Discriminator Loss: 1.3866... Generator Loss: 0.7519
Epoch 3/8... Discriminator Loss: 1.3953... Generator Loss: 0.7177
Epoch 3/8... Discriminator Loss: 1.3674... Generator Loss: 0.8372
Epoch 3/8... Discriminator Loss: 1.4125... Generator Loss: 0.7135
Epoch 3/8... Discriminator Loss: 1.3693... Generator Loss: 0.7634
Epoch 3/8... Discriminator Loss: 1.3851... Generator Loss: 0.7310
Epoch 3/8... Discriminator Loss: 1.3595... Generator Loss: 0.7717
Epoch 3/8... Discriminator Loss: 1.3635... Generator Loss: 0.7482
Epoch 3/8... Discriminator Loss: 1.4774... Generator Loss: 0.7578
Epoch 3/8... Discriminator Loss: 1.4139... Generator Loss: 0.7200
Epoch 3/8... Discriminator Loss: 1.4029... Generator Loss: 0.7280
Epoch 3/8... Discriminator Loss: 1.3846... Generator Loss: 0.7430
Epoch 3/8... Discriminator Loss: 1.3621... Generator Loss: 0.7841
Epoch 3/8... Discriminator Loss: 1.4002... Generator Loss: 0.7164
Epoch 3/8... Discriminator Loss: 1.3543... Generator Loss: 0.7857
Epoch 3/8... Discriminator Loss: 1.3950... Generator Loss: 0.7122
Epoch 3/8... Discriminator Loss: 1.3934... Generator Loss: 0.7940
Epoch 3/8... Discriminator Loss: 1.3806... Generator Loss: 0.7148
Epoch 3/8... Discriminator Loss: 1.4283... Generator Loss: 0.7592
Epoch 3/8... Discriminator Loss: 1.4277... Generator Loss: 0.5962
Epoch 3/8... Discriminator Loss: 1.3807... Generator Loss: 0.7833
Epoch 3/8... Discriminator Loss: 1.3123... Generator Loss: 0.8199
Epoch 3/8... Discriminator Loss: 1.3823... Generator Loss: 0.7808
Epoch 3/8... Discriminator Loss: 1.4233... Generator Loss: 0.6954
Epoch 3/8... Discriminator Loss: 1.4255... Generator Loss: 0.7137
Epoch 3/8... Discriminator Loss: 1.4020... Generator Loss: 0.7168
Epoch 3/8... Discriminator Loss: 1.3756... Generator Loss: 0.7340
Epoch 3/8... Discriminator Loss: 1.4228... Generator Loss: 0.7170
Epoch 3/8... Discriminator Loss: 1.3552... Generator Loss: 0.7867
Epoch 3/8... Discriminator Loss: 1.4219... Generator Loss: 0.6925
Epoch 3/8... Discriminator Loss: 1.4148... Generator Loss: 0.7877
Epoch 3/8... Discriminator Loss: 1.4060... Generator Loss: 0.7678
Epoch 3/8... Discriminator Loss: 1.4014... Generator Loss: 0.7186
Epoch 3/8... Discriminator Loss: 1.4037... Generator Loss: 0.7406
Epoch 3/8... Discriminator Loss: 1.3683... Generator Loss: 0.6896
Epoch 3/8... Discriminator Loss: 1.3960... Generator Loss: 0.7400
Epoch 3/8... Discriminator Loss: 1.4167... Generator Loss: 0.7002
Epoch 3/8... Discriminator Loss: 1.3874... Generator Loss: 0.7766
Epoch 3/8... Discriminator Loss: 1.3980... Generator Loss: 0.7065
Epoch 3/8... Discriminator Loss: 1.3992... Generator Loss: 0.7846
Epoch 3/8... Discriminator Loss: 1.4084... Generator Loss: 0.7815
Epoch 3/8... Discriminator Loss: 1.3712... Generator Loss: 0.7036
Epoch 3/8... Discriminator Loss: 1.3856... Generator Loss: 0.7838
Epoch 3/8... Discriminator Loss: 1.4030... Generator Loss: 0.8042
Epoch 3/8... Discriminator Loss: 1.3886... Generator Loss: 0.7091
Epoch 3/8... Discriminator Loss: 1.3637... Generator Loss: 0.7504
Epoch 3/8... Discriminator Loss: 1.3830... Generator Loss: 0.7339
Epoch 3/8... Discriminator Loss: 1.4080... Generator Loss: 0.7508
Epoch 3/8... Discriminator Loss: 1.3722... Generator Loss: 0.7440
Epoch 3/8... Discriminator Loss: 1.3664... Generator Loss: 0.8238
Epoch 3/8... Discriminator Loss: 1.3858... Generator Loss: 0.7267
Epoch 3/8... Discriminator Loss: 1.3687... Generator Loss: 0.8094
Epoch 3/8... Discriminator Loss: 1.4003... Generator Loss: 0.8021
Epoch 3/8... Discriminator Loss: 1.4110... Generator Loss: 0.6705
Epoch 3/8... Discriminator Loss: 1.4021... Generator Loss: 0.8314
Epoch 3/8... Discriminator Loss: 1.4233... Generator Loss: 0.6267
Epoch 3/8... Discriminator Loss: 1.4261... Generator Loss: 0.7567
Epoch 3/8... Discriminator Loss: 1.3779... Generator Loss: 0.7049
Epoch 3/8... Discriminator Loss: 1.3857... Generator Loss: 0.7404
Epoch 3/8... Discriminator Loss: 1.3930... Generator Loss: 0.7496
Epoch 3/8... Discriminator Loss: 1.4233... Generator Loss: 0.7508
Epoch 3/8... Discriminator Loss: 1.4175... Generator Loss: 0.7358
Epoch 3/8... Discriminator Loss: 1.3904... Generator Loss: 0.7481
Epoch 3/8... Discriminator Loss: 1.3945... Generator Loss: 0.7435
Epoch 3/8... Discriminator Loss: 1.3790... Generator Loss: 0.7369
Epoch 3/8... Discriminator Loss: 1.3654... Generator Loss: 0.7498
Epoch 3/8... Discriminator Loss: 1.3697... Generator Loss: 0.7094
Epoch 3/8... Discriminator Loss: 1.3959... Generator Loss: 0.7649
Epoch 3/8... Discriminator Loss: 1.4477... Generator Loss: 0.6325
Epoch 3/8... Discriminator Loss: 1.3756... Generator Loss: 0.8149
Epoch 3/8... Discriminator Loss: 1.3919... Generator Loss: 0.7587
Epoch 3/8... Discriminator Loss: 1.4038... Generator Loss: 0.6775
Epoch 3/8... Discriminator Loss: 1.4054... Generator Loss: 0.8321
Epoch 3/8... Discriminator Loss: 1.4002... Generator Loss: 0.7355
Epoch 3/8... Discriminator Loss: 1.3879... Generator Loss: 0.7735
Epoch 3/8... Discriminator Loss: 1.3758... Generator Loss: 0.7819
Epoch 3/8... Discriminator Loss: 1.3884... Generator Loss: 0.7290
Epoch 3/8... Discriminator Loss: 1.3790... Generator Loss: 0.7878
Epoch 3/8... Discriminator Loss: 1.3908... Generator Loss: 0.7595
Epoch 3/8... Discriminator Loss: 1.3841... Generator Loss: 0.7496
Epoch 3/8... Discriminator Loss: 1.4217... Generator Loss: 0.7137
Epoch 3/8... Discriminator Loss: 1.3894... Generator Loss: 0.7732
Epoch 3/8... Discriminator Loss: 1.3949... Generator Loss: 0.7525
Epoch 3/8... Discriminator Loss: 1.3692... Generator Loss: 0.7632
Epoch 3/8... Discriminator Loss: 1.4039... Generator Loss: 0.7578
Epoch 3/8... Discriminator Loss: 1.3924... Generator Loss: 0.7200
Epoch 3/8... Discriminator Loss: 1.4185... Generator Loss: 0.9014
Epoch 3/8... Discriminator Loss: 1.3644... Generator Loss: 0.7101
Epoch 3/8... Discriminator Loss: 1.4196... Generator Loss: 0.6956
Epoch 3/8... Discriminator Loss: 1.3983... Generator Loss: 0.7379
Epoch 3/8... Discriminator Loss: 1.3704... Generator Loss: 0.7735
Epoch 3/8... Discriminator Loss: 1.4185... Generator Loss: 0.7285
Epoch 3/8... Discriminator Loss: 1.4180... Generator Loss: 0.7119
Epoch 3/8... Discriminator Loss: 1.4021... Generator Loss: 0.6794
Epoch 3/8... Discriminator Loss: 1.3869... Generator Loss: 0.7575
Epoch 3/8... Discriminator Loss: 1.3405... Generator Loss: 0.7390
Epoch 3/8... Discriminator Loss: 1.3871... Generator Loss: 0.8035
Epoch 3/8... Discriminator Loss: 1.4205... Generator Loss: 0.6663
Epoch 3/8... Discriminator Loss: 1.3883... Generator Loss: 0.8209
Epoch 3/8... Discriminator Loss: 1.4133... Generator Loss: 0.7685
Epoch 3/8... Discriminator Loss: 1.4049... Generator Loss: 0.7288
Epoch 3/8... Discriminator Loss: 1.4250... Generator Loss: 0.7534
Epoch 3/8... Discriminator Loss: 1.3511... Generator Loss: 0.7693
Epoch 3/8... Discriminator Loss: 1.4096... Generator Loss: 0.7552
Epoch 3/8... Discriminator Loss: 1.3861... Generator Loss: 0.8146
Epoch 3/8... Discriminator Loss: 1.4319... Generator Loss: 0.7064
Epoch 3/8... Discriminator Loss: 1.3975... Generator Loss: 0.7259
Epoch 3/8... Discriminator Loss: 1.4012... Generator Loss: 0.7034
Epoch 3/8... Discriminator Loss: 1.3750... Generator Loss: 0.8181
Epoch 3/8... Discriminator Loss: 1.3749... Generator Loss: 0.7629
Epoch 3/8... Discriminator Loss: 1.3890... Generator Loss: 0.7893
Epoch 3/8... Discriminator Loss: 1.3820... Generator Loss: 0.7327
Epoch 3/8... Discriminator Loss: 1.4167... Generator Loss: 0.7192
Epoch 3/8... Discriminator Loss: 1.3880... Generator Loss: 0.7623
Epoch 3/8... Discriminator Loss: 1.3429... Generator Loss: 0.7895
Epoch 3/8... Discriminator Loss: 1.4011... Generator Loss: 0.8061
Epoch 3/8... Discriminator Loss: 1.4022... Generator Loss: 0.6913
Epoch 3/8... Discriminator Loss: 1.3792... Generator Loss: 0.8157
Epoch 3/8... Discriminator Loss: 1.3884... Generator Loss: 0.7264
Epoch 3/8... Discriminator Loss: 1.4245... Generator Loss: 0.7636
Epoch 3/8... Discriminator Loss: 1.3849... Generator Loss: 0.7363
Epoch 3/8... Discriminator Loss: 1.3762... Generator Loss: 0.7282
Epoch 3/8... Discriminator Loss: 1.4030... Generator Loss: 0.7662
Epoch 3/8... Discriminator Loss: 1.3890... Generator Loss: 0.6888
Epoch 3/8... Discriminator Loss: 1.4094... Generator Loss: 0.6968
Epoch 3/8... Discriminator Loss: 1.3661... Generator Loss: 0.7898
Epoch 3/8... Discriminator Loss: 1.3813... Generator Loss: 0.7806
Epoch 3/8... Discriminator Loss: 1.3728... Generator Loss: 0.8442
Epoch 3/8... Discriminator Loss: 1.4088... Generator Loss: 0.6854
Epoch 3/8... Discriminator Loss: 1.4110... Generator Loss: 0.7582
Epoch 3/8... Discriminator Loss: 1.3782... Generator Loss: 0.7862
Epoch 3/8... Discriminator Loss: 1.3982... Generator Loss: 0.7646
Epoch 3/8... Discriminator Loss: 1.3848... Generator Loss: 0.7992
Epoch 3/8... Discriminator Loss: 1.4096... Generator Loss: 0.7085
Epoch 3/8... Discriminator Loss: 1.3972... Generator Loss: 0.7115
Epoch 3/8... Discriminator Loss: 1.4074... Generator Loss: 0.7057
Epoch 3/8... Discriminator Loss: 1.3687... Generator Loss: 0.8061
Epoch 3/8... Discriminator Loss: 1.4268... Generator Loss: 0.7060
Epoch 3/8... Discriminator Loss: 1.4077... Generator Loss: 0.6917
Epoch 3/8... Discriminator Loss: 1.3881... Generator Loss: 0.7381
Epoch 3/8... Discriminator Loss: 1.4220... Generator Loss: 0.7312
Epoch 3/8... Discriminator Loss: 1.4175... Generator Loss: 0.6729
Epoch 3/8... Discriminator Loss: 1.3981... Generator Loss: 0.7573
Epoch 3/8... Discriminator Loss: 1.4021... Generator Loss: 0.7667
Epoch 3/8... Discriminator Loss: 1.4435... Generator Loss: 0.7472
Epoch 3/8... Discriminator Loss: 1.3964... Generator Loss: 0.6848
Epoch 3/8... Discriminator Loss: 1.4159... Generator Loss: 0.7184
Epoch 3/8... Discriminator Loss: 1.4044... Generator Loss: 0.7717
Epoch 3/8... Discriminator Loss: 1.3797... Generator Loss: 0.6958
Epoch 3/8... Discriminator Loss: 1.3923... Generator Loss: 0.7877
Epoch 3/8... Discriminator Loss: 1.4054... Generator Loss: 0.7996
Epoch 3/8... Discriminator Loss: 1.3805... Generator Loss: 0.7122
Epoch 3/8... Discriminator Loss: 1.3938... Generator Loss: 0.7271
Epoch 3/8... Discriminator Loss: 1.3762... Generator Loss: 0.7928
Epoch 3/8... Discriminator Loss: 1.4160... Generator Loss: 0.8951
Epoch 3/8... Discriminator Loss: 1.3736... Generator Loss: 0.7095
Epoch 3/8... Discriminator Loss: 1.4013... Generator Loss: 0.7047
Epoch 3/8... Discriminator Loss: 1.3932... Generator Loss: 0.7253
Epoch 3/8... Discriminator Loss: 1.4352... Generator Loss: 0.7849
Epoch 3/8... Discriminator Loss: 1.3938... Generator Loss: 0.7112
Epoch 3/8... Discriminator Loss: 1.3737... Generator Loss: 0.7811
Epoch 3/8... Discriminator Loss: 1.3861... Generator Loss: 0.8385
Epoch 3/8... Discriminator Loss: 1.3837... Generator Loss: 0.6860
Epoch 3/8... Discriminator Loss: 1.3856... Generator Loss: 0.7159
Epoch 3/8... Discriminator Loss: 1.3962... Generator Loss: 0.7672
Epoch 3/8... Discriminator Loss: 1.3720... Generator Loss: 0.7482
Epoch 3/8... Discriminator Loss: 1.3786... Generator Loss: 0.7859
Epoch 3/8... Discriminator Loss: 1.4096... Generator Loss: 0.7360
Epoch 3/8... Discriminator Loss: 1.3879... Generator Loss: 0.8640
Epoch 3/8... Discriminator Loss: 1.4044... Generator Loss: 0.7646
Epoch 3/8... Discriminator Loss: 1.3823... Generator Loss: 0.7851
Epoch 3/8... Discriminator Loss: 1.3507... Generator Loss: 0.7302
Epoch 3/8... Discriminator Loss: 1.3962... Generator Loss: 0.7565
Epoch 3/8... Discriminator Loss: 1.4047... Generator Loss: 0.6853
Epoch 3/8... Discriminator Loss: 1.3760... Generator Loss: 0.8143
Epoch 3/8... Discriminator Loss: 1.3998... Generator Loss: 0.7428
Epoch 3/8... Discriminator Loss: 1.4146... Generator Loss: 0.6405
Epoch 3/8... Discriminator Loss: 1.3833... Generator Loss: 0.7699
Epoch 3/8... Discriminator Loss: 1.4022... Generator Loss: 0.6784
Epoch 3/8... Discriminator Loss: 1.3878... Generator Loss: 0.8259
Epoch 3/8... Discriminator Loss: 1.3895... Generator Loss: 0.7052
Epoch 3/8... Discriminator Loss: 1.3991... Generator Loss: 0.6686
Epoch 3/8... Discriminator Loss: 1.3852... Generator Loss: 0.8223
Epoch 3/8... Discriminator Loss: 1.4093... Generator Loss: 0.7100
Epoch 3/8... Discriminator Loss: 1.4117... Generator Loss: 0.7378
Epoch 3/8... Discriminator Loss: 1.3933... Generator Loss: 0.6889
Epoch 3/8... Discriminator Loss: 1.3971... Generator Loss: 0.7299
Epoch 3/8... Discriminator Loss: 1.3941... Generator Loss: 0.7440
Epoch 3/8... Discriminator Loss: 1.4009... Generator Loss: 0.7468
Epoch 3/8... Discriminator Loss: 1.4052... Generator Loss: 0.7558
Epoch 3/8... Discriminator Loss: 1.3363... Generator Loss: 0.7748
Epoch 3/8... Discriminator Loss: 1.3653... Generator Loss: 0.7165
Epoch 3/8... Discriminator Loss: 1.3796... Generator Loss: 0.7268
Epoch 3/8... Discriminator Loss: 1.4010... Generator Loss: 0.7937
Epoch 3/8... Discriminator Loss: 1.4112... Generator Loss: 0.7294
Epoch 3/8... Discriminator Loss: 1.3639... Generator Loss: 0.7236
Epoch 3/8... Discriminator Loss: 1.3921... Generator Loss: 0.7840
Epoch 3/8... Discriminator Loss: 1.3872... Generator Loss: 0.7538
Epoch 3/8... Discriminator Loss: 1.3780... Generator Loss: 0.7362
Epoch 3/8... Discriminator Loss: 1.3726... Generator Loss: 0.7535
Epoch 3/8... Discriminator Loss: 1.3605... Generator Loss: 0.7464
Epoch 3/8... Discriminator Loss: 1.3987... Generator Loss: 0.7753
Epoch 3/8... Discriminator Loss: 1.3766... Generator Loss: 0.7521
Epoch 3/8... Discriminator Loss: 1.3732... Generator Loss: 0.7615
Epoch 3/8... Discriminator Loss: 1.3356... Generator Loss: 0.7834
Epoch 3/8... Discriminator Loss: 1.4023... Generator Loss: 0.8118
Epoch 3/8... Discriminator Loss: 1.3770... Generator Loss: 0.7281
Epoch 3/8... Discriminator Loss: 1.3811... Generator Loss: 0.7773
Epoch 3/8... Discriminator Loss: 1.3835... Generator Loss: 0.7138
Epoch 3/8... Discriminator Loss: 1.4065... Generator Loss: 0.7243
Epoch 3/8... Discriminator Loss: 1.3703... Generator Loss: 0.8185
Epoch 3/8... Discriminator Loss: 1.3827... Generator Loss: 0.7484
Epoch 3/8... Discriminator Loss: 1.4053... Generator Loss: 0.7753
Epoch 3/8... Discriminator Loss: 1.4157... Generator Loss: 0.6660
Epoch 3/8... Discriminator Loss: 1.4047... Generator Loss: 0.7911
Epoch 3/8... Discriminator Loss: 1.3979... Generator Loss: 0.7025
Epoch 3/8... Discriminator Loss: 1.3850... Generator Loss: 0.8088
Epoch 3/8... Discriminator Loss: 1.3784... Generator Loss: 0.8125
Epoch 3/8... Discriminator Loss: 1.3972... Generator Loss: 0.7302
Epoch 3/8... Discriminator Loss: 1.3877... Generator Loss: 0.7898
Epoch 3/8... Discriminator Loss: 1.4139... Generator Loss: 0.6924
Epoch 3/8... Discriminator Loss: 1.4035... Generator Loss: 0.7347
Epoch 3/8... Discriminator Loss: 1.3924... Generator Loss: 0.8183
Epoch 3/8... Discriminator Loss: 1.3911... Generator Loss: 0.7220
Epoch 3/8... Discriminator Loss: 1.3937... Generator Loss: 0.7201
Epoch 3/8... Discriminator Loss: 1.4287... Generator Loss: 0.7283
Epoch 3/8... Discriminator Loss: 1.3935... Generator Loss: 0.6966
Epoch 3/8... Discriminator Loss: 1.4249... Generator Loss: 0.7355
Epoch 3/8... Discriminator Loss: 1.3777... Generator Loss: 0.7386
Epoch 3/8... Discriminator Loss: 1.3643... Generator Loss: 0.8120
Epoch 3/8... Discriminator Loss: 1.3863... Generator Loss: 0.7561
Epoch 3/8... Discriminator Loss: 1.4205... Generator Loss: 0.6924
Epoch 3/8... Discriminator Loss: 1.3931... Generator Loss: 0.7597
Epoch 3/8... Discriminator Loss: 1.3751... Generator Loss: 0.8295
Epoch 3/8... Discriminator Loss: 1.4064... Generator Loss: 0.7441
Epoch 3/8... Discriminator Loss: 1.4127... Generator Loss: 0.7143
Epoch 3/8... Discriminator Loss: 1.3770... Generator Loss: 0.7663
Epoch 3/8... Discriminator Loss: 1.4118... Generator Loss: 0.7633
Epoch 3/8... Discriminator Loss: 1.4005... Generator Loss: 0.7069
Epoch 3/8... Discriminator Loss: 1.3844... Generator Loss: 0.7910
Epoch 3/8... Discriminator Loss: 1.3826... Generator Loss: 0.7486
Epoch 3/8... Discriminator Loss: 1.4226... Generator Loss: 0.7537
Epoch 3/8... Discriminator Loss: 1.3995... Generator Loss: 0.6890
Epoch 3/8... Discriminator Loss: 1.4256... Generator Loss: 0.7463
Epoch 3/8... Discriminator Loss: 1.3935... Generator Loss: 0.7488
Epoch 3/8... Discriminator Loss: 1.4038... Generator Loss: 0.7439
Epoch 3/8... Discriminator Loss: 1.4098... Generator Loss: 0.7481
Epoch 3/8... Discriminator Loss: 1.4080... Generator Loss: 0.7024
Epoch 3/8... Discriminator Loss: 1.3947... Generator Loss: 0.8222
Epoch 3/8... Discriminator Loss: 1.3867... Generator Loss: 0.7353
Epoch 3/8... Discriminator Loss: 1.3851... Generator Loss: 0.7618
Epoch 3/8... Discriminator Loss: 1.3963... Generator Loss: 0.7513
Epoch 3/8... Discriminator Loss: 1.3799... Generator Loss: 0.7736
Epoch 3/8... Discriminator Loss: 1.4121... Generator Loss: 0.7337
Epoch 3/8... Discriminator Loss: 1.3960... Generator Loss: 0.7529
Epoch 3/8... Discriminator Loss: 1.4406... Generator Loss: 0.6593
Epoch 3/8... Discriminator Loss: 1.3827... Generator Loss: 0.8094
Epoch 3/8... Discriminator Loss: 1.3911... Generator Loss: 0.7321
Epoch 3/8... Discriminator Loss: 1.4183... Generator Loss: 0.7248
Epoch 3/8... Discriminator Loss: 1.4394... Generator Loss: 0.6245
Epoch 3/8... Discriminator Loss: 1.4333... Generator Loss: 0.9038
Epoch 3/8... Discriminator Loss: 1.3866... Generator Loss: 0.7602
Epoch 3/8... Discriminator Loss: 1.3865... Generator Loss: 0.7592
Epoch 3/8... Discriminator Loss: 1.3561... Generator Loss: 0.7555
Epoch 3/8... Discriminator Loss: 1.4176... Generator Loss: 0.7336
Epoch 3/8... Discriminator Loss: 1.3792... Generator Loss: 0.7015
Epoch 3/8... Discriminator Loss: 1.4153... Generator Loss: 0.6854
Epoch 3/8... Discriminator Loss: 1.3919... Generator Loss: 0.7376
Epoch 3/8... Discriminator Loss: 1.3675... Generator Loss: 0.7866
Epoch 3/8... Discriminator Loss: 1.3783... Generator Loss: 0.7555
Epoch 3/8... Discriminator Loss: 1.4191... Generator Loss: 0.7432
Epoch 3/8... Discriminator Loss: 1.3908... Generator Loss: 0.7858
Epoch 3/8... Discriminator Loss: 1.4108... Generator Loss: 0.7443
Epoch 3/8... Discriminator Loss: 1.3831... Generator Loss: 0.7421
Epoch 3/8... Discriminator Loss: 1.3919... Generator Loss: 0.8130
Epoch 3/8... Discriminator Loss: 1.3796... Generator Loss: 0.7166
Epoch 3/8... Discriminator Loss: 1.3932... Generator Loss: 0.7882
Epoch 3/8... Discriminator Loss: 1.3969... Generator Loss: 0.7725
Epoch 3/8... Discriminator Loss: 1.3965... Generator Loss: 0.7322
Epoch 3/8... Discriminator Loss: 1.3938... Generator Loss: 0.7663
Epoch 3/8... Discriminator Loss: 1.4049... Generator Loss: 0.7279
Epoch 3/8... Discriminator Loss: 1.3666... Generator Loss: 0.7650
Epoch 3/8... Discriminator Loss: 1.3655... Generator Loss: 0.8032
Epoch 3/8... Discriminator Loss: 1.4225... Generator Loss: 0.7410
Epoch 3/8... Discriminator Loss: 1.3772... Generator Loss: 0.7388
Epoch 3/8... Discriminator Loss: 1.3975... Generator Loss: 0.7760
Epoch 3/8... Discriminator Loss: 1.3687... Generator Loss: 0.7683
Epoch 3/8... Discriminator Loss: 1.4202... Generator Loss: 0.6689
Epoch 3/8... Discriminator Loss: 1.4063... Generator Loss: 0.8423
Epoch 3/8... Discriminator Loss: 1.4035... Generator Loss: 0.7432
Epoch 3/8... Discriminator Loss: 1.3875... Generator Loss: 0.7610
Epoch 3/8... Discriminator Loss: 1.4249... Generator Loss: 0.8438
Epoch 3/8... Discriminator Loss: 1.3890... Generator Loss: 0.6655
Epoch 3/8... Discriminator Loss: 1.3560... Generator Loss: 0.8811
Epoch 3/8... Discriminator Loss: 1.4338... Generator Loss: 0.6646
Epoch 3/8... Discriminator Loss: 1.4166... Generator Loss: 0.7654
Epoch 3/8... Discriminator Loss: 1.3834... Generator Loss: 0.7245
Epoch 3/8... Discriminator Loss: 1.3871... Generator Loss: 0.7118
Epoch 3/8... Discriminator Loss: 1.4010... Generator Loss: 0.7653
Epoch 3/8... Discriminator Loss: 1.3821... Generator Loss: 0.7204
Epoch 3/8... Discriminator Loss: 1.3932... Generator Loss: 0.7307
Epoch 3/8... Discriminator Loss: 1.4040... Generator Loss: 0.7561
Epoch 3/8... Discriminator Loss: 1.3986... Generator Loss: 0.7020
Epoch 3/8... Discriminator Loss: 1.3988... Generator Loss: 0.8011
Epoch 3/8... Discriminator Loss: 1.3865... Generator Loss: 0.7419
Epoch 3/8... Discriminator Loss: 1.4077... Generator Loss: 0.7214
Epoch 3/8... Discriminator Loss: 1.3739... Generator Loss: 0.7622
Epoch 3/8... Discriminator Loss: 1.3882... Generator Loss: 0.7739
Epoch 3/8... Discriminator Loss: 1.3658... Generator Loss: 0.7659
Epoch 3/8... Discriminator Loss: 1.4252... Generator Loss: 0.9000
Epoch 3/8... Discriminator Loss: 1.3939... Generator Loss: 0.7252
Epoch 3/8... Discriminator Loss: 1.3760... Generator Loss: 0.7124
Epoch 3/8... Discriminator Loss: 1.3978... Generator Loss: 0.7397
Epoch 3/8... Discriminator Loss: 1.4053... Generator Loss: 0.7571
Epoch 3/8... Discriminator Loss: 1.4419... Generator Loss: 0.6576
Epoch 3/8... Discriminator Loss: 1.4146... Generator Loss: 0.7207
Epoch 3/8... Discriminator Loss: 1.3935... Generator Loss: 0.7871
Epoch 3/8... Discriminator Loss: 1.3674... Generator Loss: 0.7743
Epoch 3/8... Discriminator Loss: 1.3921... Generator Loss: 0.7419
Epoch 3/8... Discriminator Loss: 1.4380... Generator Loss: 0.7505
Epoch 3/8... Discriminator Loss: 1.3852... Generator Loss: 0.7474
Epoch 3/8... Discriminator Loss: 1.4210... Generator Loss: 0.7127
Epoch 3/8... Discriminator Loss: 1.4101... Generator Loss: 0.7503
Epoch 3/8... Discriminator Loss: 1.3856... Generator Loss: 0.7741
Epoch 3/8... Discriminator Loss: 1.3973... Generator Loss: 0.7451
Epoch 3/8... Discriminator Loss: 1.3824... Generator Loss: 0.7723
Epoch 3/8... Discriminator Loss: 1.3715... Generator Loss: 0.7774
Epoch 3/8... Discriminator Loss: 1.3860... Generator Loss: 0.7202
Epoch 3/8... Discriminator Loss: 1.3695... Generator Loss: 0.7781
Epoch 3/8... Discriminator Loss: 1.4080... Generator Loss: 0.7397
Epoch 3/8... Discriminator Loss: 1.3886... Generator Loss: 0.8373
Epoch 3/8... Discriminator Loss: 1.3958... Generator Loss: 0.7261
Epoch 3/8... Discriminator Loss: 1.4360... Generator Loss: 0.6454
Epoch 3/8... Discriminator Loss: 1.3907... Generator Loss: 0.8172
Epoch 3/8... Discriminator Loss: 1.3650... Generator Loss: 0.7360
Epoch 3/8... Discriminator Loss: 1.4249... Generator Loss: 0.6295
Epoch 3/8... Discriminator Loss: 1.3942... Generator Loss: 0.8332
Epoch 3/8... Discriminator Loss: 1.4030... Generator Loss: 0.7270
Epoch 3/8... Discriminator Loss: 1.4139... Generator Loss: 0.7095
Epoch 3/8... Discriminator Loss: 1.3875... Generator Loss: 0.7976
Epoch 3/8... Discriminator Loss: 1.3887... Generator Loss: 0.7746
Epoch 3/8... Discriminator Loss: 1.4001... Generator Loss: 0.7659
Epoch 3/8... Discriminator Loss: 1.4080... Generator Loss: 0.7816
Epoch 3/8... Discriminator Loss: 1.4255... Generator Loss: 0.6351
Epoch 3/8... Discriminator Loss: 1.3598... Generator Loss: 0.8687
Epoch 3/8... Discriminator Loss: 1.3714... Generator Loss: 0.7494
Epoch 3/8... Discriminator Loss: 1.4176... Generator Loss: 0.6667
Epoch 3/8... Discriminator Loss: 1.4000... Generator Loss: 0.7631
Epoch 3/8... Discriminator Loss: 1.3733... Generator Loss: 0.7830
Epoch 3/8... Discriminator Loss: 1.3903... Generator Loss: 0.7538
Epoch 3/8... Discriminator Loss: 1.3940... Generator Loss: 0.7307
Epoch 3/8... Discriminator Loss: 1.4048... Generator Loss: 0.7819
Epoch 3/8... Discriminator Loss: 1.3709... Generator Loss: 0.6867
Epoch 3/8... Discriminator Loss: 1.4285... Generator Loss: 0.7500
Epoch 3/8... Discriminator Loss: 1.3894... Generator Loss: 0.7626
Epoch 3/8... Discriminator Loss: 1.3780... Generator Loss: 0.8055
Epoch 3/8... Discriminator Loss: 1.3885... Generator Loss: 0.7975
Epoch 3/8... Discriminator Loss: 1.4196... Generator Loss: 0.7294
Epoch 3/8... Discriminator Loss: 1.3662... Generator Loss: 0.7685
Epoch 3/8... Discriminator Loss: 1.4016... Generator Loss: 0.8289
Epoch 3/8... Discriminator Loss: 1.3859... Generator Loss: 0.7016
Epoch 3/8... Discriminator Loss: 1.4243... Generator Loss: 0.7045
Epoch 3/8... Discriminator Loss: 1.4076... Generator Loss: 0.7349
Epoch 3/8... Discriminator Loss: 1.4036... Generator Loss: 0.8369
Epoch 3/8... Discriminator Loss: 1.3807... Generator Loss: 0.6980
Epoch 3/8... Discriminator Loss: 1.3769... Generator Loss: 0.7787
Epoch 3/8... Discriminator Loss: 1.3897... Generator Loss: 0.7291
Epoch 3/8... Discriminator Loss: 1.3996... Generator Loss: 0.7815
Epoch 3/8... Discriminator Loss: 1.4061... Generator Loss: 0.7126
Epoch 3/8... Discriminator Loss: 1.3865... Generator Loss: 0.7585
Epoch 3/8... Discriminator Loss: 1.4102... Generator Loss: 0.7446
Epoch 3/8... Discriminator Loss: 1.4041... Generator Loss: 0.7723
Epoch 3/8... Discriminator Loss: 1.4019... Generator Loss: 0.6963
Epoch 3/8... Discriminator Loss: 1.3752... Generator Loss: 0.7693
Epoch 3/8... Discriminator Loss: 1.3842... Generator Loss: 0.7394
Epoch 3/8... Discriminator Loss: 1.3934... Generator Loss: 0.6980
Epoch 3/8... Discriminator Loss: 1.3923... Generator Loss: 0.7987
Epoch 3/8... Discriminator Loss: 1.3933... Generator Loss: 0.7231
Epoch 3/8... Discriminator Loss: 1.3739... Generator Loss: 0.8191
Epoch 3/8... Discriminator Loss: 1.3796... Generator Loss: 0.7363
Epoch 3/8... Discriminator Loss: 1.4030... Generator Loss: 0.8152
Epoch 3/8... Discriminator Loss: 1.4266... Generator Loss: 0.6717
Epoch 3/8... Discriminator Loss: 1.4080... Generator Loss: 0.7943
Epoch 3/8... Discriminator Loss: 1.3741... Generator Loss: 0.7756
Epoch 3/8... Discriminator Loss: 1.4048... Generator Loss: 0.6744
Epoch 3/8... Discriminator Loss: 1.3903... Generator Loss: 0.7998
Epoch 3/8... Discriminator Loss: 1.3937... Generator Loss: 0.7427
Epoch 3/8... Discriminator Loss: 1.3843... Generator Loss: 0.7401
Epoch 3/8... Discriminator Loss: 1.3930... Generator Loss: 0.7481
Epoch 3/8... Discriminator Loss: 1.3904... Generator Loss: 0.7593
Epoch 3/8... Discriminator Loss: 1.4105... Generator Loss: 0.7638
Epoch 3/8... Discriminator Loss: 1.3659... Generator Loss: 0.8480
Epoch 3/8... Discriminator Loss: 1.4058... Generator Loss: 0.6625
Epoch 3/8... Discriminator Loss: 1.3912... Generator Loss: 0.7132
Epoch 3/8... Discriminator Loss: 1.4079... Generator Loss: 0.8356
Epoch 3/8... Discriminator Loss: 1.3883... Generator Loss: 0.7015
Epoch 3/8... Discriminator Loss: 1.3530... Generator Loss: 0.8063
Epoch 3/8... Discriminator Loss: 1.4048... Generator Loss: 0.6877
Epoch 3/8... Discriminator Loss: 1.3584... Generator Loss: 0.8186
Epoch 3/8... Discriminator Loss: 1.3937... Generator Loss: 0.7251
Epoch 3/8... Discriminator Loss: 1.4043... Generator Loss: 0.8084
Epoch 3/8... Discriminator Loss: 1.3930... Generator Loss: 0.7034
Epoch 3/8... Discriminator Loss: 1.3849... Generator Loss: 0.7711
Epoch 3/8... Discriminator Loss: 1.3878... Generator Loss: 0.7522
Epoch 3/8... Discriminator Loss: 1.3906... Generator Loss: 0.7994
Epoch 3/8... Discriminator Loss: 1.3851... Generator Loss: 0.7367
Epoch 3/8... Discriminator Loss: 1.4043... Generator Loss: 0.7078
Epoch 3/8... Discriminator Loss: 1.3804... Generator Loss: 0.7951
Epoch 3/8... Discriminator Loss: 1.4041... Generator Loss: 0.6704
Epoch 3/8... Discriminator Loss: 1.3847... Generator Loss: 0.8619
Epoch 3/8... Discriminator Loss: 1.4173... Generator Loss: 0.6444
Epoch 3/8... Discriminator Loss: 1.3634... Generator Loss: 0.8596
Epoch 3/8... Discriminator Loss: 1.3940... Generator Loss: 0.6948
Epoch 3/8... Discriminator Loss: 1.3945... Generator Loss: 0.7466
Epoch 3/8... Discriminator Loss: 1.4119... Generator Loss: 0.7005
Epoch 3/8... Discriminator Loss: 1.4055... Generator Loss: 0.6861
Epoch 3/8... Discriminator Loss: 1.4117... Generator Loss: 0.7339
Epoch 3/8... Discriminator Loss: 1.3778... Generator Loss: 0.7872
Epoch 3/8... Discriminator Loss: 1.3785... Generator Loss: 0.7961
Epoch 3/8... Discriminator Loss: 1.3992... Generator Loss: 0.8061
Epoch 3/8... Discriminator Loss: 1.4320... Generator Loss: 0.7372
Epoch 3/8... Discriminator Loss: 1.4282... Generator Loss: 0.7560
Epoch 3/8... Discriminator Loss: 1.3885... Generator Loss: 0.7999
Epoch 3/8... Discriminator Loss: 1.3913... Generator Loss: 0.7660
Epoch 3/8... Discriminator Loss: 1.4061... Generator Loss: 0.6676
Epoch 3/8... Discriminator Loss: 1.3876... Generator Loss: 0.7995
Epoch 3/8... Discriminator Loss: 1.3946... Generator Loss: 0.7533
Epoch 3/8... Discriminator Loss: 1.3915... Generator Loss: 0.7792
Epoch 3/8... Discriminator Loss: 1.3733... Generator Loss: 0.7790
Epoch 3/8... Discriminator Loss: 1.3947... Generator Loss: 0.7081
Epoch 3/8... Discriminator Loss: 1.4059... Generator Loss: 0.8131
Epoch 3/8... Discriminator Loss: 1.3795... Generator Loss: 0.7325
Epoch 3/8... Discriminator Loss: 1.3957... Generator Loss: 0.7885
Epoch 3/8... Discriminator Loss: 1.4036... Generator Loss: 0.7362
Epoch 3/8... Discriminator Loss: 1.4001... Generator Loss: 0.7732
Epoch 3/8... Discriminator Loss: 1.3836... Generator Loss: 0.7626
Epoch 3/8... Discriminator Loss: 1.3949... Generator Loss: 0.7580
Epoch 3/8... Discriminator Loss: 1.3942... Generator Loss: 0.7488
Epoch 3/8... Discriminator Loss: 1.3689... Generator Loss: 0.7949
Epoch 3/8... Discriminator Loss: 1.4010... Generator Loss: 0.7124
Epoch 3/8... Discriminator Loss: 1.4217... Generator Loss: 0.6891
Epoch 3/8... Discriminator Loss: 1.3840... Generator Loss: 0.7826
Epoch 3/8... Discriminator Loss: 1.3797... Generator Loss: 0.7784
Epoch 3/8... Discriminator Loss: 1.4114... Generator Loss: 0.7521
Epoch 3/8... Discriminator Loss: 1.3722... Generator Loss: 0.7692
Epoch 3/8... Discriminator Loss: 1.3952... Generator Loss: 0.7703
Epoch 3/8... Discriminator Loss: 1.3885... Generator Loss: 0.7671
Epoch 3/8... Discriminator Loss: 1.4129... Generator Loss: 0.7319
Epoch 3/8... Discriminator Loss: 1.3752... Generator Loss: 0.8075
Epoch 3/8... Discriminator Loss: 1.4063... Generator Loss: 0.7091
Epoch 3/8... Discriminator Loss: 1.3672... Generator Loss: 0.8354
Epoch 3/8... Discriminator Loss: 1.4024... Generator Loss: 0.7241
Epoch 3/8... Discriminator Loss: 1.3899... Generator Loss: 0.7186
Epoch 3/8... Discriminator Loss: 1.4004... Generator Loss: 0.7537
Epoch 3/8... Discriminator Loss: 1.3977... Generator Loss: 0.8069
Epoch 3/8... Discriminator Loss: 1.4072... Generator Loss: 0.6998
Epoch 3/8... Discriminator Loss: 1.3928... Generator Loss: 0.7821
Epoch 3/8... Discriminator Loss: 1.3824... Generator Loss: 0.7684
Epoch 3/8... Discriminator Loss: 1.3840... Generator Loss: 0.7946
Epoch 3/8... Discriminator Loss: 1.3928... Generator Loss: 0.7685
Epoch 3/8... Discriminator Loss: 1.4005... Generator Loss: 0.7076
Epoch 4/8... Discriminator Loss: 1.3795... Generator Loss: 0.8349
Epoch 4/8... Discriminator Loss: 1.3816... Generator Loss: 0.7564
Epoch 4/8... Discriminator Loss: 1.3887... Generator Loss: 0.7265
Epoch 4/8... Discriminator Loss: 1.4248... Generator Loss: 0.7195
Epoch 4/8... Discriminator Loss: 1.3960... Generator Loss: 0.7591
Epoch 4/8... Discriminator Loss: 1.3915... Generator Loss: 0.7727
Epoch 4/8... Discriminator Loss: 1.3815... Generator Loss: 0.7597
Epoch 4/8... Discriminator Loss: 1.3943... Generator Loss: 0.7272
Epoch 4/8... Discriminator Loss: 1.3885... Generator Loss: 0.7331
Epoch 4/8... Discriminator Loss: 1.4005... Generator Loss: 0.8237
Epoch 4/8... Discriminator Loss: 1.3962... Generator Loss: 0.7260
Epoch 4/8... Discriminator Loss: 1.3966... Generator Loss: 0.7733
Epoch 4/8... Discriminator Loss: 1.3983... Generator Loss: 0.6832
Epoch 4/8... Discriminator Loss: 1.3751... Generator Loss: 0.7964
Epoch 4/8... Discriminator Loss: 1.3659... Generator Loss: 0.7785
Epoch 4/8... Discriminator Loss: 1.4087... Generator Loss: 0.7180
Epoch 4/8... Discriminator Loss: 1.3854... Generator Loss: 0.8033
Epoch 4/8... Discriminator Loss: 1.4113... Generator Loss: 0.7163
Epoch 4/8... Discriminator Loss: 1.3968... Generator Loss: 0.7562
Epoch 4/8... Discriminator Loss: 1.3786... Generator Loss: 0.7343
Epoch 4/8... Discriminator Loss: 1.3856... Generator Loss: 0.7604
Epoch 4/8... Discriminator Loss: 1.3967... Generator Loss: 0.7242
Epoch 4/8... Discriminator Loss: 1.4107... Generator Loss: 0.7286
Epoch 4/8... Discriminator Loss: 1.3927... Generator Loss: 0.7627
Epoch 4/8... Discriminator Loss: 1.4318... Generator Loss: 0.7558
Epoch 4/8... Discriminator Loss: 1.3711... Generator Loss: 0.7865
Epoch 4/8... Discriminator Loss: 1.3801... Generator Loss: 0.7959
Epoch 4/8... Discriminator Loss: 1.4168... Generator Loss: 0.6759
Epoch 4/8... Discriminator Loss: 1.4048... Generator Loss: 0.7623
Epoch 4/8... Discriminator Loss: 1.3970... Generator Loss: 0.7394
Epoch 4/8... Discriminator Loss: 1.4207... Generator Loss: 0.7247
Epoch 4/8... Discriminator Loss: 1.4009... Generator Loss: 0.7264
Epoch 4/8... Discriminator Loss: 1.3919... Generator Loss: 0.7911
Epoch 4/8... Discriminator Loss: 1.4042... Generator Loss: 0.7045
Epoch 4/8... Discriminator Loss: 1.3740... Generator Loss: 0.8120
Epoch 4/8... Discriminator Loss: 1.3952... Generator Loss: 0.6590
Epoch 4/8... Discriminator Loss: 1.4060... Generator Loss: 0.7867
Epoch 4/8... Discriminator Loss: 1.3854... Generator Loss: 0.7813
Epoch 4/8... Discriminator Loss: 1.4187... Generator Loss: 0.6305
Epoch 4/8... Discriminator Loss: 1.4075... Generator Loss: 0.8492
Epoch 4/8... Discriminator Loss: 1.3841... Generator Loss: 0.7918
Epoch 4/8... Discriminator Loss: 1.3935... Generator Loss: 0.7942
Epoch 4/8... Discriminator Loss: 1.3980... Generator Loss: 0.7016
Epoch 4/8... Discriminator Loss: 1.3748... Generator Loss: 0.8151
Epoch 4/8... Discriminator Loss: 1.3962... Generator Loss: 0.7391
Epoch 4/8... Discriminator Loss: 1.3877... Generator Loss: 0.7564
Epoch 4/8... Discriminator Loss: 1.3698... Generator Loss: 0.8759
Epoch 4/8... Discriminator Loss: 1.3953... Generator Loss: 0.7929
Epoch 4/8... Discriminator Loss: 1.4017... Generator Loss: 0.7128
Epoch 4/8... Discriminator Loss: 1.4012... Generator Loss: 0.7613
Epoch 4/8... Discriminator Loss: 1.3925... Generator Loss: 0.8372
Epoch 4/8... Discriminator Loss: 1.3916... Generator Loss: 0.7437
Epoch 4/8... Discriminator Loss: 1.4212... Generator Loss: 0.7082
Epoch 4/8... Discriminator Loss: 1.3956... Generator Loss: 0.6939
Epoch 4/8... Discriminator Loss: 1.3914... Generator Loss: 0.8967
Epoch 4/8... Discriminator Loss: 1.4051... Generator Loss: 0.6897
Epoch 4/8... Discriminator Loss: 1.4016... Generator Loss: 0.7704
Epoch 4/8... Discriminator Loss: 1.3896... Generator Loss: 0.7776
Epoch 4/8... Discriminator Loss: 1.4178... Generator Loss: 0.6800
Epoch 4/8... Discriminator Loss: 1.3776... Generator Loss: 0.7663
Epoch 4/8... Discriminator Loss: 1.3773... Generator Loss: 0.8090
Epoch 4/8... Discriminator Loss: 1.3556... Generator Loss: 0.7725
Epoch 4/8... Discriminator Loss: 1.4202... Generator Loss: 0.7800
Epoch 4/8... Discriminator Loss: 1.3654... Generator Loss: 0.7727
Epoch 4/8... Discriminator Loss: 1.3683... Generator Loss: 0.8204
Epoch 4/8... Discriminator Loss: 1.3941... Generator Loss: 0.7382
Epoch 4/8... Discriminator Loss: 1.3983... Generator Loss: 0.7562
Epoch 4/8... Discriminator Loss: 1.3980... Generator Loss: 0.7555
Epoch 4/8... Discriminator Loss: 1.3873... Generator Loss: 0.7516
Epoch 4/8... Discriminator Loss: 1.4002... Generator Loss: 0.6797
Epoch 4/8... Discriminator Loss: 1.3963... Generator Loss: 0.7849
Epoch 4/8... Discriminator Loss: 1.3866... Generator Loss: 0.7247
Epoch 4/8... Discriminator Loss: 1.3861... Generator Loss: 0.9109
Epoch 4/8... Discriminator Loss: 1.3849... Generator Loss: 0.7363
Epoch 4/8... Discriminator Loss: 1.3920... Generator Loss: 0.7610
Epoch 4/8... Discriminator Loss: 1.4016... Generator Loss: 0.7625
Epoch 4/8... Discriminator Loss: 1.3950... Generator Loss: 0.6953
Epoch 4/8... Discriminator Loss: 1.4009... Generator Loss: 0.8453
Epoch 4/8... Discriminator Loss: 1.3663... Generator Loss: 0.7233
Epoch 4/8... Discriminator Loss: 1.3711... Generator Loss: 0.8286
Epoch 4/8... Discriminator Loss: 1.4009... Generator Loss: 0.7191
Epoch 4/8... Discriminator Loss: 1.3928... Generator Loss: 0.7812
Epoch 4/8... Discriminator Loss: 1.3822... Generator Loss: 0.7329
Epoch 4/8... Discriminator Loss: 1.3816... Generator Loss: 0.8197
Epoch 4/8... Discriminator Loss: 1.4013... Generator Loss: 0.7133
Epoch 4/8... Discriminator Loss: 1.3987... Generator Loss: 0.7585
Epoch 4/8... Discriminator Loss: 1.3918... Generator Loss: 0.7013
Epoch 4/8... Discriminator Loss: 1.3603... Generator Loss: 0.7948
Epoch 4/8... Discriminator Loss: 1.3825... Generator Loss: 0.7722
Epoch 4/8... Discriminator Loss: 1.3878... Generator Loss: 0.7526
Epoch 4/8... Discriminator Loss: 1.4019... Generator Loss: 0.8209
Epoch 4/8... Discriminator Loss: 1.3889... Generator Loss: 0.7176
Epoch 4/8... Discriminator Loss: 1.3778... Generator Loss: 0.7729
Epoch 4/8... Discriminator Loss: 1.3994... Generator Loss: 0.7594
Epoch 4/8... Discriminator Loss: 1.4112... Generator Loss: 0.7659
Epoch 4/8... Discriminator Loss: 1.3838... Generator Loss: 0.7760
Epoch 4/8... Discriminator Loss: 1.3946... Generator Loss: 0.7869
Epoch 4/8... Discriminator Loss: 1.3884... Generator Loss: 0.7505
Epoch 4/8... Discriminator Loss: 1.3976... Generator Loss: 0.7494
Epoch 4/8... Discriminator Loss: 1.3868... Generator Loss: 0.7803
Epoch 4/8... Discriminator Loss: 1.3796... Generator Loss: 0.7546
Epoch 4/8... Discriminator Loss: 1.3890... Generator Loss: 0.7287
Epoch 4/8... Discriminator Loss: 1.4005... Generator Loss: 0.7727
Epoch 4/8... Discriminator Loss: 1.3854... Generator Loss: 0.7614
Epoch 4/8... Discriminator Loss: 1.3779... Generator Loss: 0.7799
Epoch 4/8... Discriminator Loss: 1.3854... Generator Loss: 0.7540
Epoch 4/8... Discriminator Loss: 1.3799... Generator Loss: 0.8040
Epoch 4/8... Discriminator Loss: 1.3973... Generator Loss: 0.7807
Epoch 4/8... Discriminator Loss: 1.3750... Generator Loss: 0.7639
Epoch 4/8... Discriminator Loss: 1.3836... Generator Loss: 0.7566
Epoch 4/8... Discriminator Loss: 1.3807... Generator Loss: 0.7926
Epoch 4/8... Discriminator Loss: 1.2888... Generator Loss: 0.9073
Epoch 4/8... Discriminator Loss: 1.4417... Generator Loss: 0.5718
Epoch 4/8... Discriminator Loss: 1.3958... Generator Loss: 0.8781
Epoch 4/8... Discriminator Loss: 1.3853... Generator Loss: 0.7083
Epoch 4/8... Discriminator Loss: 1.3908... Generator Loss: 0.7905
Epoch 4/8... Discriminator Loss: 1.3845... Generator Loss: 0.7956
Epoch 4/8... Discriminator Loss: 1.3939... Generator Loss: 0.7529
Epoch 4/8... Discriminator Loss: 1.3883... Generator Loss: 0.7484
Epoch 4/8... Discriminator Loss: 1.3946... Generator Loss: 0.7227
Epoch 4/8... Discriminator Loss: 1.4090... Generator Loss: 0.7587
Epoch 4/8... Discriminator Loss: 1.3717... Generator Loss: 0.7361
Epoch 4/8... Discriminator Loss: 1.3943... Generator Loss: 0.7609
Epoch 4/8... Discriminator Loss: 1.4159... Generator Loss: 0.6672
Epoch 4/8... Discriminator Loss: 1.3804... Generator Loss: 0.8021
Epoch 4/8... Discriminator Loss: 1.4209... Generator Loss: 0.6876
Epoch 4/8... Discriminator Loss: 1.3898... Generator Loss: 0.8237
Epoch 4/8... Discriminator Loss: 1.3852... Generator Loss: 0.7396
Epoch 4/8... Discriminator Loss: 1.3986... Generator Loss: 0.7341
Epoch 4/8... Discriminator Loss: 1.3914... Generator Loss: 0.7190
Epoch 4/8... Discriminator Loss: 1.3937... Generator Loss: 0.8078
Epoch 4/8... Discriminator Loss: 1.3930... Generator Loss: 0.7171
Epoch 4/8... Discriminator Loss: 1.4084... Generator Loss: 0.8045
Epoch 4/8... Discriminator Loss: 1.3610... Generator Loss: 0.7830
Epoch 4/8... Discriminator Loss: 1.3909... Generator Loss: 0.7556
Epoch 4/8... Discriminator Loss: 1.3633... Generator Loss: 0.7401
Epoch 4/8... Discriminator Loss: 1.3950... Generator Loss: 0.8279
Epoch 4/8... Discriminator Loss: 1.3987... Generator Loss: 0.7102
Epoch 4/8... Discriminator Loss: 1.3872... Generator Loss: 0.7897
Epoch 4/8... Discriminator Loss: 1.3832... Generator Loss: 0.7801
Epoch 4/8... Discriminator Loss: 1.3943... Generator Loss: 0.7561
Epoch 4/8... Discriminator Loss: 1.4009... Generator Loss: 0.7330
Epoch 4/8... Discriminator Loss: 1.3915... Generator Loss: 0.7833
Epoch 4/8... Discriminator Loss: 1.3896... Generator Loss: 0.7605
Epoch 4/8... Discriminator Loss: 1.3863... Generator Loss: 0.8148
Epoch 4/8... Discriminator Loss: 1.3799... Generator Loss: 0.7326
Epoch 4/8... Discriminator Loss: 1.4089... Generator Loss: 0.7310
Epoch 4/8... Discriminator Loss: 1.3890... Generator Loss: 0.8161
Epoch 4/8... Discriminator Loss: 1.3904... Generator Loss: 0.7227
Epoch 4/8... Discriminator Loss: 1.3870... Generator Loss: 0.7544
Epoch 4/8... Discriminator Loss: 1.3815... Generator Loss: 0.7826
Epoch 4/8... Discriminator Loss: 1.3844... Generator Loss: 0.7441
Epoch 4/8... Discriminator Loss: 1.3847... Generator Loss: 0.7874
Epoch 4/8... Discriminator Loss: 1.3933... Generator Loss: 0.7120
Epoch 4/8... Discriminator Loss: 1.3948... Generator Loss: 0.7864
Epoch 4/8... Discriminator Loss: 1.3686... Generator Loss: 0.7800
Epoch 4/8... Discriminator Loss: 1.4095... Generator Loss: 0.6759
Epoch 4/8... Discriminator Loss: 1.3878... Generator Loss: 0.8313
Epoch 4/8... Discriminator Loss: 1.3796... Generator Loss: 0.7477
Epoch 4/8... Discriminator Loss: 1.3990... Generator Loss: 0.7915
Epoch 4/8... Discriminator Loss: 1.4067... Generator Loss: 0.7349
Epoch 4/8... Discriminator Loss: 1.3958... Generator Loss: 0.7064
Epoch 4/8... Discriminator Loss: 1.3799... Generator Loss: 0.7595
Epoch 4/8... Discriminator Loss: 1.4074... Generator Loss: 0.8127
Epoch 4/8... Discriminator Loss: 1.3915... Generator Loss: 0.7553
Epoch 4/8... Discriminator Loss: 1.3871... Generator Loss: 0.7759
Epoch 4/8... Discriminator Loss: 1.3929... Generator Loss: 0.6839
Epoch 4/8... Discriminator Loss: 1.4203... Generator Loss: 0.8382
Epoch 4/8... Discriminator Loss: 1.3893... Generator Loss: 0.7068
Epoch 4/8... Discriminator Loss: 1.3759... Generator Loss: 0.8192
Epoch 4/8... Discriminator Loss: 1.4002... Generator Loss: 0.7287
Epoch 4/8... Discriminator Loss: 1.3848... Generator Loss: 0.7975
Epoch 4/8... Discriminator Loss: 1.3909... Generator Loss: 0.7177
Epoch 4/8... Discriminator Loss: 1.3941... Generator Loss: 0.7967
Epoch 4/8... Discriminator Loss: 1.3995... Generator Loss: 0.7132
Epoch 4/8... Discriminator Loss: 1.3743... Generator Loss: 0.8347
Epoch 4/8... Discriminator Loss: 1.3907... Generator Loss: 0.7015
Epoch 4/8... Discriminator Loss: 1.4000... Generator Loss: 0.7815
Epoch 4/8... Discriminator Loss: 1.3809... Generator Loss: 0.7597
Epoch 4/8... Discriminator Loss: 1.3824... Generator Loss: 0.7574
Epoch 4/8... Discriminator Loss: 1.4134... Generator Loss: 0.7446
Epoch 4/8... Discriminator Loss: 1.3899... Generator Loss: 0.7563
Epoch 4/8... Discriminator Loss: 1.4007... Generator Loss: 0.6663
Epoch 4/8... Discriminator Loss: 1.3873... Generator Loss: 0.8526
Epoch 4/8... Discriminator Loss: 1.3787... Generator Loss: 0.7275
Epoch 4/8... Discriminator Loss: 1.3889... Generator Loss: 0.7835
Epoch 4/8... Discriminator Loss: 1.3796... Generator Loss: 0.7203
Epoch 4/8... Discriminator Loss: 1.4390... Generator Loss: 0.7518
Epoch 4/8... Discriminator Loss: 1.3835... Generator Loss: 0.7419
Epoch 4/8... Discriminator Loss: 1.4011... Generator Loss: 0.6958
Epoch 4/8... Discriminator Loss: 1.4119... Generator Loss: 0.7244
Epoch 4/8... Discriminator Loss: 1.3929... Generator Loss: 0.7916
Epoch 4/8... Discriminator Loss: 1.4049... Generator Loss: 0.6946
Epoch 4/8... Discriminator Loss: 1.3932... Generator Loss: 0.7917
Epoch 4/8... Discriminator Loss: 1.4054... Generator Loss: 0.6838
Epoch 4/8... Discriminator Loss: 1.3882... Generator Loss: 0.8295
Epoch 4/8... Discriminator Loss: 1.3888... Generator Loss: 0.7114
Epoch 4/8... Discriminator Loss: 1.4008... Generator Loss: 0.7613
Epoch 4/8... Discriminator Loss: 1.3746... Generator Loss: 0.7482
Epoch 4/8... Discriminator Loss: 1.3937... Generator Loss: 0.7877
Epoch 4/8... Discriminator Loss: 1.3972... Generator Loss: 0.7398
Epoch 4/8... Discriminator Loss: 1.4136... Generator Loss: 0.7388
Epoch 4/8... Discriminator Loss: 1.3965... Generator Loss: 0.8095
Epoch 4/8... Discriminator Loss: 1.3891... Generator Loss: 0.7254
Epoch 4/8... Discriminator Loss: 1.3925... Generator Loss: 0.8238
Epoch 4/8... Discriminator Loss: 1.4003... Generator Loss: 0.7025
Epoch 4/8... Discriminator Loss: 1.3734... Generator Loss: 0.7968
Epoch 4/8... Discriminator Loss: 1.3993... Generator Loss: 0.7651
Epoch 4/8... Discriminator Loss: 1.3769... Generator Loss: 0.7633
Epoch 4/8... Discriminator Loss: 1.3881... Generator Loss: 0.7555
Epoch 4/8... Discriminator Loss: 1.4170... Generator Loss: 0.7020
Epoch 4/8... Discriminator Loss: 1.3946... Generator Loss: 0.7839
Epoch 4/8... Discriminator Loss: 1.4275... Generator Loss: 0.6740
Epoch 4/8... Discriminator Loss: 1.4027... Generator Loss: 0.8277
Epoch 4/8... Discriminator Loss: 1.3834... Generator Loss: 0.7414
Epoch 4/8... Discriminator Loss: 1.3933... Generator Loss: 0.8112
Epoch 4/8... Discriminator Loss: 1.4095... Generator Loss: 0.7062
Epoch 4/8... Discriminator Loss: 1.3970... Generator Loss: 0.7270
Epoch 4/8... Discriminator Loss: 1.3789... Generator Loss: 0.8014
Epoch 4/8... Discriminator Loss: 1.4003... Generator Loss: 0.7618
Epoch 4/8... Discriminator Loss: 1.3512... Generator Loss: 0.8131
Epoch 4/8... Discriminator Loss: 1.3808... Generator Loss: 0.7871
Epoch 4/8... Discriminator Loss: 1.3853... Generator Loss: 0.7052
Epoch 4/8... Discriminator Loss: 1.3919... Generator Loss: 0.8207
Epoch 4/8... Discriminator Loss: 1.3817... Generator Loss: 0.7426
Epoch 4/8... Discriminator Loss: 1.4012... Generator Loss: 0.7687
Epoch 4/8... Discriminator Loss: 1.3996... Generator Loss: 0.7581
Epoch 4/8... Discriminator Loss: 1.3971... Generator Loss: 0.6903
Epoch 4/8... Discriminator Loss: 1.3941... Generator Loss: 0.8568
Epoch 4/8... Discriminator Loss: 1.3863... Generator Loss: 0.7158
Epoch 4/8... Discriminator Loss: 1.3766... Generator Loss: 0.8346
Epoch 4/8... Discriminator Loss: 1.4032... Generator Loss: 0.6784
Epoch 4/8... Discriminator Loss: 1.3914... Generator Loss: 0.8074
Epoch 4/8... Discriminator Loss: 1.3832... Generator Loss: 0.7783
Epoch 4/8... Discriminator Loss: 1.3816... Generator Loss: 0.7622
Epoch 4/8... Discriminator Loss: 1.3868... Generator Loss: 0.7781
Epoch 4/8... Discriminator Loss: 1.3851... Generator Loss: 0.7398
Epoch 4/8... Discriminator Loss: 1.3949... Generator Loss: 0.7462
Epoch 4/8... Discriminator Loss: 1.3906... Generator Loss: 0.7789
Epoch 4/8... Discriminator Loss: 1.3697... Generator Loss: 0.7623
Epoch 4/8... Discriminator Loss: 1.4161... Generator Loss: 0.7243
Epoch 4/8... Discriminator Loss: 1.3785... Generator Loss: 0.7784
Epoch 4/8... Discriminator Loss: 1.3739... Generator Loss: 0.7732
Epoch 4/8... Discriminator Loss: 1.4105... Generator Loss: 0.6806
Epoch 4/8... Discriminator Loss: 1.4050... Generator Loss: 0.8549
Epoch 4/8... Discriminator Loss: 1.3970... Generator Loss: 0.7425
Epoch 4/8... Discriminator Loss: 1.3796... Generator Loss: 0.8306
Epoch 4/8... Discriminator Loss: 1.3783... Generator Loss: 0.7581
Epoch 4/8... Discriminator Loss: 1.3575... Generator Loss: 0.7670
Epoch 4/8... Discriminator Loss: 1.3779... Generator Loss: 0.7559
Epoch 4/8... Discriminator Loss: 1.4146... Generator Loss: 0.7065
Epoch 4/8... Discriminator Loss: 1.4124... Generator Loss: 0.8056
Epoch 4/8... Discriminator Loss: 1.3893... Generator Loss: 0.6988
Epoch 4/8... Discriminator Loss: 1.3778... Generator Loss: 0.7881
Epoch 4/8... Discriminator Loss: 1.3861... Generator Loss: 0.7384
Epoch 4/8... Discriminator Loss: 1.3897... Generator Loss: 0.7823
Epoch 4/8... Discriminator Loss: 1.4126... Generator Loss: 0.7417
Epoch 4/8... Discriminator Loss: 1.4037... Generator Loss: 0.7956
Epoch 4/8... Discriminator Loss: 1.3740... Generator Loss: 0.7539
Epoch 4/8... Discriminator Loss: 1.3947... Generator Loss: 0.7776
Epoch 4/8... Discriminator Loss: 1.4025... Generator Loss: 0.7355
Epoch 4/8... Discriminator Loss: 1.4096... Generator Loss: 0.8506
Epoch 4/8... Discriminator Loss: 1.3871... Generator Loss: 0.6889
Epoch 4/8... Discriminator Loss: 1.3771... Generator Loss: 0.8842
Epoch 4/8... Discriminator Loss: 1.3876... Generator Loss: 0.7165
Epoch 4/8... Discriminator Loss: 1.3975... Generator Loss: 0.7636
Epoch 4/8... Discriminator Loss: 1.3807... Generator Loss: 0.7530
Epoch 4/8... Discriminator Loss: 1.3788... Generator Loss: 0.7600
Epoch 4/8... Discriminator Loss: 1.3702... Generator Loss: 0.8633
Epoch 4/8... Discriminator Loss: 1.3972... Generator Loss: 0.7349
Epoch 4/8... Discriminator Loss: 1.3880... Generator Loss: 0.8329
Epoch 4/8... Discriminator Loss: 1.4020... Generator Loss: 0.7689
Epoch 4/8... Discriminator Loss: 1.3932... Generator Loss: 0.7208
Epoch 4/8... Discriminator Loss: 1.3928... Generator Loss: 0.8617
Epoch 4/8... Discriminator Loss: 1.3965... Generator Loss: 0.6842
Epoch 4/8... Discriminator Loss: 1.4048... Generator Loss: 0.8200
Epoch 4/8... Discriminator Loss: 1.3758... Generator Loss: 0.7200
Epoch 4/8... Discriminator Loss: 1.3846... Generator Loss: 0.8570
Epoch 4/8... Discriminator Loss: 1.3994... Generator Loss: 0.6692
Epoch 4/8... Discriminator Loss: 1.4003... Generator Loss: 0.8161
Epoch 4/8... Discriminator Loss: 1.3897... Generator Loss: 0.7059
Epoch 4/8... Discriminator Loss: 1.3739... Generator Loss: 0.7892
Epoch 4/8... Discriminator Loss: 1.4013... Generator Loss: 0.7329
Epoch 4/8... Discriminator Loss: 1.3695... Generator Loss: 0.7532
Epoch 4/8... Discriminator Loss: 1.4104... Generator Loss: 0.7855
Epoch 4/8... Discriminator Loss: 1.3837... Generator Loss: 0.8141
Epoch 4/8... Discriminator Loss: 1.3800... Generator Loss: 0.7626
Epoch 4/8... Discriminator Loss: 1.3938... Generator Loss: 0.7705
Epoch 4/8... Discriminator Loss: 1.3781... Generator Loss: 0.7480
Epoch 4/8... Discriminator Loss: 1.3955... Generator Loss: 0.8138
Epoch 4/8... Discriminator Loss: 1.3999... Generator Loss: 0.6730
Epoch 4/8... Discriminator Loss: 1.3980... Generator Loss: 0.8499
Epoch 4/8... Discriminator Loss: 1.3979... Generator Loss: 0.7344
Epoch 4/8... Discriminator Loss: 1.3703... Generator Loss: 0.8321
Epoch 4/8... Discriminator Loss: 1.3952... Generator Loss: 0.7128
Epoch 4/8... Discriminator Loss: 1.4204... Generator Loss: 0.7443
Epoch 4/8... Discriminator Loss: 1.3799... Generator Loss: 0.7592
Epoch 4/8... Discriminator Loss: 1.4044... Generator Loss: 0.7595
Epoch 4/8... Discriminator Loss: 1.3998... Generator Loss: 0.7795
Epoch 4/8... Discriminator Loss: 1.3570... Generator Loss: 0.7834
Epoch 4/8... Discriminator Loss: 1.4044... Generator Loss: 0.7278
Epoch 4/8... Discriminator Loss: 1.3947... Generator Loss: 0.7643
Epoch 4/8... Discriminator Loss: 1.3842... Generator Loss: 0.7800
Epoch 4/8... Discriminator Loss: 1.3989... Generator Loss: 0.8242
Epoch 4/8... Discriminator Loss: 1.3965... Generator Loss: 0.6735
Epoch 4/8... Discriminator Loss: 1.3926... Generator Loss: 0.8322
Epoch 4/8... Discriminator Loss: 1.3893... Generator Loss: 0.7204
Epoch 4/8... Discriminator Loss: 1.3970... Generator Loss: 0.8022
Epoch 4/8... Discriminator Loss: 1.3879... Generator Loss: 0.7475
Epoch 4/8... Discriminator Loss: 1.3944... Generator Loss: 0.7918
Epoch 4/8... Discriminator Loss: 1.3894... Generator Loss: 0.7358
Epoch 4/8... Discriminator Loss: 1.3822... Generator Loss: 0.7521
Epoch 4/8... Discriminator Loss: 1.3798... Generator Loss: 0.7953
Epoch 4/8... Discriminator Loss: 1.4155... Generator Loss: 0.6772
Epoch 4/8... Discriminator Loss: 1.3896... Generator Loss: 0.9173
Epoch 4/8... Discriminator Loss: 1.3926... Generator Loss: 0.6972
Epoch 4/8... Discriminator Loss: 1.3949... Generator Loss: 0.8158
Epoch 4/8... Discriminator Loss: 1.3855... Generator Loss: 0.7332
Epoch 4/8... Discriminator Loss: 1.3763... Generator Loss: 0.8372
Epoch 4/8... Discriminator Loss: 1.4041... Generator Loss: 0.7687
Epoch 4/8... Discriminator Loss: 1.3703... Generator Loss: 0.8280
Epoch 4/8... Discriminator Loss: 1.3889... Generator Loss: 0.7592
Epoch 4/8... Discriminator Loss: 1.3895... Generator Loss: 0.7901
Epoch 4/8... Discriminator Loss: 1.4120... Generator Loss: 0.7493
Epoch 4/8... Discriminator Loss: 1.3748... Generator Loss: 0.8318
Epoch 4/8... Discriminator Loss: 1.3688... Generator Loss: 0.8067
Epoch 4/8... Discriminator Loss: 1.3802... Generator Loss: 0.7667
Epoch 4/8... Discriminator Loss: 1.3994... Generator Loss: 0.8425
Epoch 4/8... Discriminator Loss: 1.4044... Generator Loss: 0.7112
Epoch 4/8... Discriminator Loss: 1.3888... Generator Loss: 0.7841
Epoch 4/8... Discriminator Loss: 1.3854... Generator Loss: 0.8068
Epoch 4/8... Discriminator Loss: 1.3766... Generator Loss: 0.7582
Epoch 4/8... Discriminator Loss: 1.3771... Generator Loss: 0.8096
Epoch 4/8... Discriminator Loss: 1.3764... Generator Loss: 0.7693
Epoch 4/8... Discriminator Loss: 1.3964... Generator Loss: 0.7648
Epoch 4/8... Discriminator Loss: 1.3881... Generator Loss: 0.7551
Epoch 4/8... Discriminator Loss: 1.3960... Generator Loss: 0.8130
Epoch 4/8... Discriminator Loss: 1.3829... Generator Loss: 0.7206
Epoch 4/8... Discriminator Loss: 1.3775... Generator Loss: 0.8039
Epoch 4/8... Discriminator Loss: 1.3864... Generator Loss: 0.7428
Epoch 4/8... Discriminator Loss: 1.3741... Generator Loss: 0.8666
Epoch 4/8... Discriminator Loss: 1.3881... Generator Loss: 0.7399
Epoch 4/8... Discriminator Loss: 1.3918... Generator Loss: 0.8040
Epoch 4/8... Discriminator Loss: 1.3789... Generator Loss: 0.7344
Epoch 4/8... Discriminator Loss: 1.3821... Generator Loss: 0.7895
Epoch 4/8... Discriminator Loss: 1.3917... Generator Loss: 0.7168
Epoch 4/8... Discriminator Loss: 1.3871... Generator Loss: 0.8172
Epoch 4/8... Discriminator Loss: 1.4045... Generator Loss: 0.6852
Epoch 4/8... Discriminator Loss: 1.3811... Generator Loss: 0.8614
Epoch 4/8... Discriminator Loss: 1.3920... Generator Loss: 0.7023
Epoch 4/8... Discriminator Loss: 1.3941... Generator Loss: 0.8023
Epoch 4/8... Discriminator Loss: 1.3861... Generator Loss: 0.7970
Epoch 4/8... Discriminator Loss: 1.3903... Generator Loss: 0.7648
Epoch 4/8... Discriminator Loss: 1.3657... Generator Loss: 0.7926
Epoch 4/8... Discriminator Loss: 1.3974... Generator Loss: 0.7682
Epoch 4/8... Discriminator Loss: 1.3930... Generator Loss: 0.8166
Epoch 4/8... Discriminator Loss: 1.4039... Generator Loss: 0.7398
Epoch 4/8... Discriminator Loss: 1.3951... Generator Loss: 0.7800
Epoch 4/8... Discriminator Loss: 1.3931... Generator Loss: 0.7756
Epoch 4/8... Discriminator Loss: 1.4018... Generator Loss: 0.8068
Epoch 4/8... Discriminator Loss: 1.3895... Generator Loss: 0.6804
Epoch 4/8... Discriminator Loss: 1.3898... Generator Loss: 0.8087
Epoch 4/8... Discriminator Loss: 1.3728... Generator Loss: 0.7705
Epoch 4/8... Discriminator Loss: 1.3639... Generator Loss: 0.7505
Epoch 4/8... Discriminator Loss: 1.3996... Generator Loss: 0.7212
Epoch 4/8... Discriminator Loss: 1.3919... Generator Loss: 0.7943
Epoch 4/8... Discriminator Loss: 1.3885... Generator Loss: 0.7253
Epoch 4/8... Discriminator Loss: 1.3800... Generator Loss: 0.7971
Epoch 4/8... Discriminator Loss: 1.3965... Generator Loss: 0.7282
Epoch 4/8... Discriminator Loss: 1.3860... Generator Loss: 0.8870
Epoch 4/8... Discriminator Loss: 1.3892... Generator Loss: 0.7025
Epoch 4/8... Discriminator Loss: 1.4054... Generator Loss: 0.8497
Epoch 4/8... Discriminator Loss: 1.3947... Generator Loss: 0.7195
Epoch 4/8... Discriminator Loss: 1.3916... Generator Loss: 0.7775
Epoch 4/8... Discriminator Loss: 1.4046... Generator Loss: 0.7171
Epoch 4/8... Discriminator Loss: 1.3810... Generator Loss: 0.8771
Epoch 4/8... Discriminator Loss: 1.3943... Generator Loss: 0.7085
Epoch 4/8... Discriminator Loss: 1.3926... Generator Loss: 0.8645
Epoch 4/8... Discriminator Loss: 1.3863... Generator Loss: 0.7161
Epoch 4/8... Discriminator Loss: 1.3845... Generator Loss: 0.8126
Epoch 4/8... Discriminator Loss: 1.3810... Generator Loss: 0.7014
Epoch 4/8... Discriminator Loss: 1.3893... Generator Loss: 0.8233
Epoch 4/8... Discriminator Loss: 1.3918... Generator Loss: 0.7748
Epoch 4/8... Discriminator Loss: 1.3844... Generator Loss: 0.7796
Epoch 4/8... Discriminator Loss: 1.3784... Generator Loss: 0.7766
Epoch 4/8... Discriminator Loss: 1.3975... Generator Loss: 0.7693
Epoch 4/8... Discriminator Loss: 1.3698... Generator Loss: 0.7956
Epoch 4/8... Discriminator Loss: 1.3957... Generator Loss: 0.7328
Epoch 4/8... Discriminator Loss: 1.4276... Generator Loss: 0.9272
Epoch 4/8... Discriminator Loss: 1.3889... Generator Loss: 0.7034
Epoch 4/8... Discriminator Loss: 1.3873... Generator Loss: 0.7803
Epoch 4/8... Discriminator Loss: 1.3820... Generator Loss: 0.7578
Epoch 4/8... Discriminator Loss: 1.3908... Generator Loss: 0.7556
Epoch 4/8... Discriminator Loss: 1.3838... Generator Loss: 0.7659
Epoch 4/8... Discriminator Loss: 1.3909... Generator Loss: 0.8516
Epoch 4/8... Discriminator Loss: 1.3878... Generator Loss: 0.7210
Epoch 4/8... Discriminator Loss: 1.3996... Generator Loss: 0.7780
Epoch 4/8... Discriminator Loss: 1.3916... Generator Loss: 0.7327
Epoch 4/8... Discriminator Loss: 1.3840... Generator Loss: 0.8089
Epoch 4/8... Discriminator Loss: 1.3748... Generator Loss: 0.7592
Epoch 4/8... Discriminator Loss: 1.3799... Generator Loss: 0.7894
Epoch 4/8... Discriminator Loss: 1.4072... Generator Loss: 0.7119
Epoch 4/8... Discriminator Loss: 1.3748... Generator Loss: 0.7876
Epoch 4/8... Discriminator Loss: 1.3974... Generator Loss: 0.7641
Epoch 4/8... Discriminator Loss: 1.3973... Generator Loss: 0.7999
Epoch 4/8... Discriminator Loss: 1.3898... Generator Loss: 0.7190
Epoch 4/8... Discriminator Loss: 1.3922... Generator Loss: 0.8057
Epoch 4/8... Discriminator Loss: 1.3879... Generator Loss: 0.7624
Epoch 4/8... Discriminator Loss: 1.3962... Generator Loss: 0.7357
Epoch 4/8... Discriminator Loss: 1.3996... Generator Loss: 0.7842
Epoch 4/8... Discriminator Loss: 1.3746... Generator Loss: 0.7318
Epoch 4/8... Discriminator Loss: 1.4103... Generator Loss: 0.8491
Epoch 4/8... Discriminator Loss: 1.3738... Generator Loss: 0.7383
Epoch 4/8... Discriminator Loss: 1.3755... Generator Loss: 0.8100
Epoch 4/8... Discriminator Loss: 1.3917... Generator Loss: 0.7727
Epoch 4/8... Discriminator Loss: 1.3729... Generator Loss: 0.7816
Epoch 4/8... Discriminator Loss: 1.3895... Generator Loss: 0.8047
Epoch 4/8... Discriminator Loss: 1.3898... Generator Loss: 0.7124
Epoch 4/8... Discriminator Loss: 1.3946... Generator Loss: 0.8977
Epoch 4/8... Discriminator Loss: 1.4173... Generator Loss: 0.6321
Epoch 4/8... Discriminator Loss: 1.4013... Generator Loss: 0.9054
Epoch 4/8... Discriminator Loss: 1.3849... Generator Loss: 0.6938
Epoch 4/8... Discriminator Loss: 1.3831... Generator Loss: 0.8663
Epoch 4/8... Discriminator Loss: 1.3779... Generator Loss: 0.7317
Epoch 4/8... Discriminator Loss: 1.3845... Generator Loss: 0.8125
Epoch 4/8... Discriminator Loss: 1.3919... Generator Loss: 0.7474
Epoch 4/8... Discriminator Loss: 1.3965... Generator Loss: 0.7462
Epoch 4/8... Discriminator Loss: 1.3874... Generator Loss: 0.8065
Epoch 4/8... Discriminator Loss: 1.3891... Generator Loss: 0.7974
Epoch 4/8... Discriminator Loss: 1.3976... Generator Loss: 0.7195
Epoch 4/8... Discriminator Loss: 1.3891... Generator Loss: 0.8166
Epoch 4/8... Discriminator Loss: 1.3876... Generator Loss: 0.7490
Epoch 4/8... Discriminator Loss: 1.3867... Generator Loss: 0.8118
Epoch 4/8... Discriminator Loss: 1.3820... Generator Loss: 0.7501
Epoch 4/8... Discriminator Loss: 1.4059... Generator Loss: 0.8260
Epoch 4/8... Discriminator Loss: 1.3929... Generator Loss: 0.7446
Epoch 4/8... Discriminator Loss: 1.4030... Generator Loss: 0.7889
Epoch 4/8... Discriminator Loss: 1.3814... Generator Loss: 0.7432
Epoch 4/8... Discriminator Loss: 1.3912... Generator Loss: 0.7590
Epoch 4/8... Discriminator Loss: 1.3840... Generator Loss: 0.7607
Epoch 4/8... Discriminator Loss: 1.3746... Generator Loss: 0.7923
Epoch 4/8... Discriminator Loss: 1.3806... Generator Loss: 0.7793
Epoch 4/8... Discriminator Loss: 1.3914... Generator Loss: 0.7854
Epoch 4/8... Discriminator Loss: 1.4013... Generator Loss: 0.7551
Epoch 4/8... Discriminator Loss: 1.3725... Generator Loss: 0.7766
Epoch 4/8... Discriminator Loss: 1.4026... Generator Loss: 0.8168
Epoch 4/8... Discriminator Loss: 1.3785... Generator Loss: 0.7332
Epoch 4/8... Discriminator Loss: 1.3967... Generator Loss: 0.8402
Epoch 4/8... Discriminator Loss: 1.3984... Generator Loss: 0.7286
Epoch 4/8... Discriminator Loss: 1.3939... Generator Loss: 0.8237
Epoch 4/8... Discriminator Loss: 1.3862... Generator Loss: 0.7601
Epoch 4/8... Discriminator Loss: 1.3858... Generator Loss: 0.8025
Epoch 4/8... Discriminator Loss: 1.3780... Generator Loss: 0.8004
Epoch 4/8... Discriminator Loss: 1.3942... Generator Loss: 0.7597
Epoch 4/8... Discriminator Loss: 1.3958... Generator Loss: 0.7539
Epoch 4/8... Discriminator Loss: 1.3874... Generator Loss: 0.7659
Epoch 4/8... Discriminator Loss: 1.3832... Generator Loss: 0.8265
Epoch 4/8... Discriminator Loss: 1.3930... Generator Loss: 0.7265
Epoch 4/8... Discriminator Loss: 1.3884... Generator Loss: 0.8299
Epoch 4/8... Discriminator Loss: 1.3798... Generator Loss: 0.7341
Epoch 4/8... Discriminator Loss: 1.3844... Generator Loss: 0.7599
Epoch 4/8... Discriminator Loss: 1.4004... Generator Loss: 0.7893
Epoch 4/8... Discriminator Loss: 1.3812... Generator Loss: 0.7786
Epoch 4/8... Discriminator Loss: 1.3821... Generator Loss: 0.8183
Epoch 4/8... Discriminator Loss: 1.3983... Generator Loss: 0.7190
Epoch 4/8... Discriminator Loss: 1.3879... Generator Loss: 0.8129
Epoch 4/8... Discriminator Loss: 1.3985... Generator Loss: 0.7627
Epoch 4/8... Discriminator Loss: 1.3796... Generator Loss: 0.7925
Epoch 4/8... Discriminator Loss: 1.3755... Generator Loss: 0.7151
Epoch 4/8... Discriminator Loss: 1.3765... Generator Loss: 0.8753
Epoch 4/8... Discriminator Loss: 1.4423... Generator Loss: 0.5916
Epoch 4/8... Discriminator Loss: 1.4298... Generator Loss: 0.9425
Epoch 4/8... Discriminator Loss: 1.3940... Generator Loss: 0.6548
Epoch 4/8... Discriminator Loss: 1.3946... Generator Loss: 0.8298
Epoch 4/8... Discriminator Loss: 1.3769... Generator Loss: 0.7807
Epoch 4/8... Discriminator Loss: 1.3880... Generator Loss: 0.7361
Epoch 4/8... Discriminator Loss: 1.3840... Generator Loss: 0.7977
Epoch 4/8... Discriminator Loss: 1.3970... Generator Loss: 0.7670
Epoch 4/8... Discriminator Loss: 1.3891... Generator Loss: 0.7521
Epoch 4/8... Discriminator Loss: 1.3782... Generator Loss: 0.7496
Epoch 4/8... Discriminator Loss: 1.4041... Generator Loss: 0.7305
Epoch 4/8... Discriminator Loss: 1.3811... Generator Loss: 0.7940
Epoch 4/8... Discriminator Loss: 1.4005... Generator Loss: 0.7475
Epoch 4/8... Discriminator Loss: 1.3745... Generator Loss: 0.8133
Epoch 4/8... Discriminator Loss: 1.4085... Generator Loss: 0.7511
Epoch 4/8... Discriminator Loss: 1.3696... Generator Loss: 0.7782
Epoch 4/8... Discriminator Loss: 1.3764... Generator Loss: 0.7239
Epoch 4/8... Discriminator Loss: 1.3852... Generator Loss: 0.7667
Epoch 4/8... Discriminator Loss: 1.3710... Generator Loss: 0.7926
Epoch 4/8... Discriminator Loss: 1.3938... Generator Loss: 0.7803
Epoch 4/8... Discriminator Loss: 1.3761... Generator Loss: 0.7840
Epoch 4/8... Discriminator Loss: 1.3820... Generator Loss: 0.7844
Epoch 4/8... Discriminator Loss: 1.3807... Generator Loss: 0.7869
Epoch 4/8... Discriminator Loss: 1.4061... Generator Loss: 0.7404
Epoch 4/8... Discriminator Loss: 1.3745... Generator Loss: 0.8051
Epoch 4/8... Discriminator Loss: 1.4100... Generator Loss: 0.8779
Epoch 4/8... Discriminator Loss: 1.4065... Generator Loss: 0.6391
Epoch 4/8... Discriminator Loss: 1.3874... Generator Loss: 0.8265
Epoch 4/8... Discriminator Loss: 1.3859... Generator Loss: 0.7577
Epoch 4/8... Discriminator Loss: 1.3865... Generator Loss: 0.7665
Epoch 4/8... Discriminator Loss: 1.3717... Generator Loss: 0.8272
Epoch 4/8... Discriminator Loss: 1.3765... Generator Loss: 0.7389
Epoch 4/8... Discriminator Loss: 1.3955... Generator Loss: 0.8301
Epoch 4/8... Discriminator Loss: 1.3984... Generator Loss: 0.7154
Epoch 4/8... Discriminator Loss: 1.3729... Generator Loss: 0.7994
Epoch 4/8... Discriminator Loss: 1.3810... Generator Loss: 0.7755
Epoch 4/8... Discriminator Loss: 1.4160... Generator Loss: 0.7938
Epoch 4/8... Discriminator Loss: 1.3630... Generator Loss: 0.7517
Epoch 4/8... Discriminator Loss: 1.3799... Generator Loss: 0.7983
Epoch 4/8... Discriminator Loss: 1.3793... Generator Loss: 0.7907
Epoch 4/8... Discriminator Loss: 1.3904... Generator Loss: 0.7152
Epoch 4/8... Discriminator Loss: 1.3908... Generator Loss: 0.8524
Epoch 4/8... Discriminator Loss: 1.3904... Generator Loss: 0.7575
Epoch 4/8... Discriminator Loss: 1.3812... Generator Loss: 0.7933
Epoch 4/8... Discriminator Loss: 1.3852... Generator Loss: 0.7713
Epoch 4/8... Discriminator Loss: 1.3900... Generator Loss: 0.7587
Epoch 4/8... Discriminator Loss: 1.3718... Generator Loss: 0.8263
Epoch 4/8... Discriminator Loss: 1.3701... Generator Loss: 0.7272
Epoch 4/8... Discriminator Loss: 1.3907... Generator Loss: 0.7152
Epoch 4/8... Discriminator Loss: 1.3876... Generator Loss: 0.7569
Epoch 4/8... Discriminator Loss: 1.3901... Generator Loss: 0.7786
Epoch 4/8... Discriminator Loss: 1.3883... Generator Loss: 0.7885
Epoch 4/8... Discriminator Loss: 1.3980... Generator Loss: 0.7672
Epoch 4/8... Discriminator Loss: 1.3714... Generator Loss: 0.7916
Epoch 4/8... Discriminator Loss: 1.3833... Generator Loss: 0.7088
Epoch 4/8... Discriminator Loss: 1.3787... Generator Loss: 0.7603
Epoch 4/8... Discriminator Loss: 1.3879... Generator Loss: 0.8035
Epoch 4/8... Discriminator Loss: 1.3750... Generator Loss: 0.7932
Epoch 4/8... Discriminator Loss: 1.3850... Generator Loss: 0.7988
Epoch 4/8... Discriminator Loss: 1.4017... Generator Loss: 0.7860
Epoch 4/8... Discriminator Loss: 1.3868... Generator Loss: 0.7468
Epoch 4/8... Discriminator Loss: 1.3791... Generator Loss: 0.8412
Epoch 4/8... Discriminator Loss: 1.3831... Generator Loss: 0.7202
Epoch 4/8... Discriminator Loss: 1.3802... Generator Loss: 0.7667
Epoch 4/8... Discriminator Loss: 1.3820... Generator Loss: 0.8123
Epoch 4/8... Discriminator Loss: 1.3898... Generator Loss: 0.7711
Epoch 4/8... Discriminator Loss: 1.3850... Generator Loss: 0.8047
Epoch 4/8... Discriminator Loss: 1.3651... Generator Loss: 0.7913
Epoch 4/8... Discriminator Loss: 1.3781... Generator Loss: 0.7766
Epoch 4/8... Discriminator Loss: 1.4033... Generator Loss: 0.7639
Epoch 4/8... Discriminator Loss: 1.3870... Generator Loss: 0.8421
Epoch 4/8... Discriminator Loss: 1.3947... Generator Loss: 0.7855
Epoch 4/8... Discriminator Loss: 1.3743... Generator Loss: 0.7447
Epoch 4/8... Discriminator Loss: 1.3948... Generator Loss: 0.8317
Epoch 4/8... Discriminator Loss: 1.3988... Generator Loss: 0.7084
Epoch 4/8... Discriminator Loss: 1.4005... Generator Loss: 0.8366
Epoch 4/8... Discriminator Loss: 1.3933... Generator Loss: 0.7436
Epoch 4/8... Discriminator Loss: 1.3814... Generator Loss: 0.7956
Epoch 4/8... Discriminator Loss: 1.3847... Generator Loss: 0.8034
Epoch 4/8... Discriminator Loss: 1.3867... Generator Loss: 0.7180
Epoch 4/8... Discriminator Loss: 1.3733... Generator Loss: 0.8644
Epoch 4/8... Discriminator Loss: 1.3930... Generator Loss: 0.7159
Epoch 4/8... Discriminator Loss: 1.3814... Generator Loss: 0.7883
Epoch 4/8... Discriminator Loss: 1.3911... Generator Loss: 0.7686
Epoch 4/8... Discriminator Loss: 1.3842... Generator Loss: 0.8193
Epoch 4/8... Discriminator Loss: 1.4012... Generator Loss: 0.7398
Epoch 4/8... Discriminator Loss: 1.3932... Generator Loss: 0.7098
Epoch 4/8... Discriminator Loss: 1.4072... Generator Loss: 0.8866
Epoch 4/8... Discriminator Loss: 1.3696... Generator Loss: 0.7670
Epoch 4/8... Discriminator Loss: 1.3728... Generator Loss: 0.7782
Epoch 4/8... Discriminator Loss: 1.3853... Generator Loss: 0.7490
Epoch 4/8... Discriminator Loss: 1.3810... Generator Loss: 0.7773
Epoch 4/8... Discriminator Loss: 1.3996... Generator Loss: 0.8860
Epoch 4/8... Discriminator Loss: 1.3910... Generator Loss: 0.7058
Epoch 4/8... Discriminator Loss: 1.3874... Generator Loss: 0.7889
Epoch 4/8... Discriminator Loss: 1.3927... Generator Loss: 0.7738
Epoch 4/8... Discriminator Loss: 1.3918... Generator Loss: 0.7716
Epoch 4/8... Discriminator Loss: 1.3796... Generator Loss: 0.7735
Epoch 4/8... Discriminator Loss: 1.3963... Generator Loss: 0.7611
Epoch 4/8... Discriminator Loss: 1.4051... Generator Loss: 0.7467
Epoch 4/8... Discriminator Loss: 1.3934... Generator Loss: 0.7563
Epoch 4/8... Discriminator Loss: 1.3799... Generator Loss: 0.8073
Epoch 4/8... Discriminator Loss: 1.3800... Generator Loss: 0.7565
Epoch 4/8... Discriminator Loss: 1.3750... Generator Loss: 0.7808
Epoch 4/8... Discriminator Loss: 1.3834... Generator Loss: 0.7243
Epoch 4/8... Discriminator Loss: 1.3959... Generator Loss: 0.8358
Epoch 4/8... Discriminator Loss: 1.3786... Generator Loss: 0.7784
Epoch 4/8... Discriminator Loss: 1.3707... Generator Loss: 0.7579
Epoch 4/8... Discriminator Loss: 1.3863... Generator Loss: 0.8054
Epoch 4/8... Discriminator Loss: 1.3894... Generator Loss: 0.7341
Epoch 4/8... Discriminator Loss: 1.3878... Generator Loss: 0.8090
Epoch 4/8... Discriminator Loss: 1.3595... Generator Loss: 0.7545
Epoch 4/8... Discriminator Loss: 1.3765... Generator Loss: 0.8215
Epoch 4/8... Discriminator Loss: 1.3764... Generator Loss: 0.7069
Epoch 4/8... Discriminator Loss: 1.3928... Generator Loss: 0.8735
Epoch 4/8... Discriminator Loss: 1.4004... Generator Loss: 0.6413
Epoch 4/8... Discriminator Loss: 1.4187... Generator Loss: 0.9233
Epoch 4/8... Discriminator Loss: 1.3966... Generator Loss: 0.6550
Epoch 4/8... Discriminator Loss: 1.3880... Generator Loss: 0.8829
Epoch 4/8... Discriminator Loss: 1.4060... Generator Loss: 0.6871
Epoch 4/8... Discriminator Loss: 1.4068... Generator Loss: 0.9061
Epoch 4/8... Discriminator Loss: 1.3863... Generator Loss: 0.7281
Epoch 4/8... Discriminator Loss: 1.4009... Generator Loss: 0.8329
Epoch 4/8... Discriminator Loss: 1.4025... Generator Loss: 0.7489
Epoch 4/8... Discriminator Loss: 1.3908... Generator Loss: 0.8155
Epoch 4/8... Discriminator Loss: 1.3850... Generator Loss: 0.8165
Epoch 4/8... Discriminator Loss: 1.3860... Generator Loss: 0.7456
Epoch 4/8... Discriminator Loss: 1.3921... Generator Loss: 0.7741
Epoch 4/8... Discriminator Loss: 1.3869... Generator Loss: 0.7975
Epoch 4/8... Discriminator Loss: 1.3942... Generator Loss: 0.7347
Epoch 4/8... Discriminator Loss: 1.3892... Generator Loss: 0.8119
Epoch 4/8... Discriminator Loss: 1.3869... Generator Loss: 0.7265
Epoch 4/8... Discriminator Loss: 1.3861... Generator Loss: 0.8088
Epoch 4/8... Discriminator Loss: 1.3744... Generator Loss: 0.8256
Epoch 4/8... Discriminator Loss: 1.3967... Generator Loss: 0.7928
Epoch 4/8... Discriminator Loss: 1.3772... Generator Loss: 0.7805
Epoch 4/8... Discriminator Loss: 1.3820... Generator Loss: 0.8032
Epoch 4/8... Discriminator Loss: 1.3873... Generator Loss: 0.6937
Epoch 4/8... Discriminator Loss: 1.4007... Generator Loss: 0.7930
Epoch 4/8... Discriminator Loss: 1.3838... Generator Loss: 0.7438
Epoch 4/8... Discriminator Loss: 1.3814... Generator Loss: 0.8158
Epoch 4/8... Discriminator Loss: 1.3962... Generator Loss: 0.7070
Epoch 4/8... Discriminator Loss: 1.3768... Generator Loss: 0.7820
Epoch 4/8... Discriminator Loss: 1.3852... Generator Loss: 0.7806
Epoch 4/8... Discriminator Loss: 1.3766... Generator Loss: 0.7786
Epoch 4/8... Discriminator Loss: 1.3917... Generator Loss: 0.7931
Epoch 4/8... Discriminator Loss: 1.3758... Generator Loss: 0.7907
Epoch 4/8... Discriminator Loss: 1.3885... Generator Loss: 0.7277
Epoch 4/8... Discriminator Loss: 1.3922... Generator Loss: 0.8531
Epoch 4/8... Discriminator Loss: 1.3933... Generator Loss: 0.7360
Epoch 4/8... Discriminator Loss: 1.3629... Generator Loss: 0.7910
Epoch 4/8... Discriminator Loss: 1.3833... Generator Loss: 0.7521
Epoch 4/8... Discriminator Loss: 1.3941... Generator Loss: 0.7887
Epoch 4/8... Discriminator Loss: 1.3815... Generator Loss: 0.7644
Epoch 4/8... Discriminator Loss: 1.3929... Generator Loss: 0.7764
Epoch 4/8... Discriminator Loss: 1.3821... Generator Loss: 0.7668
Epoch 4/8... Discriminator Loss: 1.3763... Generator Loss: 0.7946
Epoch 4/8... Discriminator Loss: 1.3924... Generator Loss: 0.7642
Epoch 4/8... Discriminator Loss: 1.3709... Generator Loss: 0.7770
Epoch 4/8... Discriminator Loss: 1.3710... Generator Loss: 0.7618
Epoch 4/8... Discriminator Loss: 1.3949... Generator Loss: 0.7984
Epoch 4/8... Discriminator Loss: 1.3886... Generator Loss: 0.7480
Epoch 4/8... Discriminator Loss: 1.3792... Generator Loss: 0.8092
Epoch 5/8... Discriminator Loss: 1.3814... Generator Loss: 0.7476
Epoch 5/8... Discriminator Loss: 1.3739... Generator Loss: 0.7858
Epoch 5/8... Discriminator Loss: 1.3960... Generator Loss: 0.8256
Epoch 5/8... Discriminator Loss: 1.3816... Generator Loss: 0.6875
Epoch 5/8... Discriminator Loss: 1.4138... Generator Loss: 0.9534
Epoch 5/8... Discriminator Loss: 1.4133... Generator Loss: 0.5960
Epoch 5/8... Discriminator Loss: 1.3952... Generator Loss: 0.9117
Epoch 5/8... Discriminator Loss: 1.3880... Generator Loss: 0.7227
Epoch 5/8... Discriminator Loss: 1.3925... Generator Loss: 0.7448
Epoch 5/8... Discriminator Loss: 1.3986... Generator Loss: 0.7722
Epoch 5/8... Discriminator Loss: 1.3812... Generator Loss: 0.7751
Epoch 5/8... Discriminator Loss: 1.3852... Generator Loss: 0.8224
Epoch 5/8... Discriminator Loss: 1.3811... Generator Loss: 0.7423
Epoch 5/8... Discriminator Loss: 1.3856... Generator Loss: 0.7954
Epoch 5/8... Discriminator Loss: 1.3745... Generator Loss: 0.7827
Epoch 5/8... Discriminator Loss: 1.3868... Generator Loss: 0.7553
Epoch 5/8... Discriminator Loss: 1.3728... Generator Loss: 0.8048
Epoch 5/8... Discriminator Loss: 1.3842... Generator Loss: 0.7744
Epoch 5/8... Discriminator Loss: 1.3847... Generator Loss: 0.7557
Epoch 5/8... Discriminator Loss: 1.3943... Generator Loss: 0.7804
Epoch 5/8... Discriminator Loss: 1.3777... Generator Loss: 0.7597
Epoch 5/8... Discriminator Loss: 1.4045... Generator Loss: 0.7949
Epoch 5/8... Discriminator Loss: 1.3952... Generator Loss: 0.7242
Epoch 5/8... Discriminator Loss: 1.3872... Generator Loss: 0.8378
Epoch 5/8... Discriminator Loss: 1.3770... Generator Loss: 0.7393
Epoch 5/8... Discriminator Loss: 1.3846... Generator Loss: 0.8132
Epoch 5/8... Discriminator Loss: 1.3912... Generator Loss: 0.7361
Epoch 5/8... Discriminator Loss: 1.3785... Generator Loss: 0.8078
Epoch 5/8... Discriminator Loss: 1.3869... Generator Loss: 0.7743
Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.7780
Epoch 5/8... Discriminator Loss: 1.3844... Generator Loss: 0.7830
Epoch 5/8... Discriminator Loss: 1.3935... Generator Loss: 0.7738
Epoch 5/8... Discriminator Loss: 1.3893... Generator Loss: 0.7224
Epoch 5/8... Discriminator Loss: 1.3861... Generator Loss: 0.8789
Epoch 5/8... Discriminator Loss: 1.3899... Generator Loss: 0.7054
Epoch 5/8... Discriminator Loss: 1.3851... Generator Loss: 0.8149
Epoch 5/8... Discriminator Loss: 1.3869... Generator Loss: 0.7607
Epoch 5/8... Discriminator Loss: 1.3621... Generator Loss: 0.8422
Epoch 5/8... Discriminator Loss: 1.3853... Generator Loss: 0.7068
Epoch 5/8... Discriminator Loss: 1.3876... Generator Loss: 0.8552
Epoch 5/8... Discriminator Loss: 1.3800... Generator Loss: 0.7411
Epoch 5/8... Discriminator Loss: 1.3925... Generator Loss: 0.8238
Epoch 5/8... Discriminator Loss: 1.3842... Generator Loss: 0.7142
Epoch 5/8... Discriminator Loss: 1.3850... Generator Loss: 0.8300
Epoch 5/8... Discriminator Loss: 1.3854... Generator Loss: 0.7570
Epoch 5/8... Discriminator Loss: 1.3834... Generator Loss: 0.8096
Epoch 5/8... Discriminator Loss: 1.3776... Generator Loss: 0.7918
Epoch 5/8... Discriminator Loss: 1.3947... Generator Loss: 0.8258
Epoch 5/8... Discriminator Loss: 1.3860... Generator Loss: 0.7128
Epoch 5/8... Discriminator Loss: 1.3870... Generator Loss: 0.7465
Epoch 5/8... Discriminator Loss: 1.4036... Generator Loss: 0.8637
Epoch 5/8... Discriminator Loss: 1.3974... Generator Loss: 0.7156
Epoch 5/8... Discriminator Loss: 1.3845... Generator Loss: 0.8238
Epoch 5/8... Discriminator Loss: 1.3883... Generator Loss: 0.7271
Epoch 5/8... Discriminator Loss: 1.3812... Generator Loss: 0.8701
Epoch 5/8... Discriminator Loss: 1.3922... Generator Loss: 0.7035
Epoch 5/8... Discriminator Loss: 1.3847... Generator Loss: 0.8132
Epoch 5/8... Discriminator Loss: 1.3946... Generator Loss: 0.7514
Epoch 5/8... Discriminator Loss: 1.3918... Generator Loss: 0.7491
Epoch 5/8... Discriminator Loss: 1.3846... Generator Loss: 0.8106
Epoch 5/8... Discriminator Loss: 1.3749... Generator Loss: 0.7793
Epoch 5/8... Discriminator Loss: 1.3827... Generator Loss: 0.7734
Epoch 5/8... Discriminator Loss: 1.3868... Generator Loss: 0.8236
Epoch 5/8... Discriminator Loss: 1.3849... Generator Loss: 0.7053
Epoch 5/8... Discriminator Loss: 1.3804... Generator Loss: 0.8809
Epoch 5/8... Discriminator Loss: 1.3836... Generator Loss: 0.7223
Epoch 5/8... Discriminator Loss: 1.3784... Generator Loss: 0.8116
Epoch 5/8... Discriminator Loss: 1.3881... Generator Loss: 0.7151
Epoch 5/8... Discriminator Loss: 1.3967... Generator Loss: 0.9420
Epoch 5/8... Discriminator Loss: 1.4106... Generator Loss: 0.6463
Epoch 5/8... Discriminator Loss: 1.3878... Generator Loss: 0.8571
Epoch 5/8... Discriminator Loss: 1.4019... Generator Loss: 0.7087
Epoch 5/8... Discriminator Loss: 1.3807... Generator Loss: 0.8407
Epoch 5/8... Discriminator Loss: 1.3851... Generator Loss: 0.7810
Epoch 5/8... Discriminator Loss: 1.3913... Generator Loss: 0.7516
Epoch 5/8... Discriminator Loss: 1.3738... Generator Loss: 0.7900
Epoch 5/8... Discriminator Loss: 1.3964... Generator Loss: 0.7380
Epoch 5/8... Discriminator Loss: 1.3874... Generator Loss: 0.8147
Epoch 5/8... Discriminator Loss: 1.3750... Generator Loss: 0.7760
Epoch 5/8... Discriminator Loss: 1.3729... Generator Loss: 0.8345
Epoch 5/8... Discriminator Loss: 1.3900... Generator Loss: 0.7600
Epoch 5/8... Discriminator Loss: 1.3702... Generator Loss: 0.7778
Epoch 5/8... Discriminator Loss: 1.3830... Generator Loss: 0.7862
Epoch 5/8... Discriminator Loss: 1.3876... Generator Loss: 0.8303
Epoch 5/8... Discriminator Loss: 1.3874... Generator Loss: 0.7015
Epoch 5/8... Discriminator Loss: 1.4149... Generator Loss: 0.9985
Epoch 5/8... Discriminator Loss: 1.3934... Generator Loss: 0.6702
Epoch 5/8... Discriminator Loss: 1.3840... Generator Loss: 0.8254
Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.7617
Epoch 5/8... Discriminator Loss: 1.3971... Generator Loss: 0.7846
Epoch 5/8... Discriminator Loss: 1.3866... Generator Loss: 0.7901
Epoch 5/8... Discriminator Loss: 1.3778... Generator Loss: 0.7797
Epoch 5/8... Discriminator Loss: 1.3991... Generator Loss: 0.7494
Epoch 5/8... Discriminator Loss: 1.3828... Generator Loss: 0.7955
Epoch 5/8... Discriminator Loss: 1.3900... Generator Loss: 0.7794
Epoch 5/8... Discriminator Loss: 1.3830... Generator Loss: 0.7804
Epoch 5/8... Discriminator Loss: 1.3803... Generator Loss: 0.8194
Epoch 5/8... Discriminator Loss: 1.3889... Generator Loss: 0.7830
Epoch 5/8... Discriminator Loss: 1.3795... Generator Loss: 0.8196
Epoch 5/8... Discriminator Loss: 1.3913... Generator Loss: 0.7811
Epoch 5/8... Discriminator Loss: 1.3727... Generator Loss: 0.7898
Epoch 5/8... Discriminator Loss: 1.3951... Generator Loss: 0.7762
Epoch 5/8... Discriminator Loss: 1.4009... Generator Loss: 0.7810
Epoch 5/8... Discriminator Loss: 1.3772... Generator Loss: 0.7898
Epoch 5/8... Discriminator Loss: 1.3864... Generator Loss: 0.7635
Epoch 5/8... Discriminator Loss: 1.3886... Generator Loss: 0.7823
Epoch 5/8... Discriminator Loss: 1.3840... Generator Loss: 0.7828
Epoch 5/8... Discriminator Loss: 1.3813... Generator Loss: 0.8529
Epoch 5/8... Discriminator Loss: 1.3792... Generator Loss: 0.7582
Epoch 5/8... Discriminator Loss: 1.3900... Generator Loss: 0.8351
Epoch 5/8... Discriminator Loss: 1.3825... Generator Loss: 0.7324
Epoch 5/8... Discriminator Loss: 1.3841... Generator Loss: 0.8387
Epoch 5/8... Discriminator Loss: 1.3765... Generator Loss: 0.7348
Epoch 5/8... Discriminator Loss: 1.3879... Generator Loss: 0.8253
Epoch 5/8... Discriminator Loss: 1.3883... Generator Loss: 0.7275
Epoch 5/8... Discriminator Loss: 1.3782... Generator Loss: 0.8672
Epoch 5/8... Discriminator Loss: 1.3905... Generator Loss: 0.7233
Epoch 5/8... Discriminator Loss: 1.3881... Generator Loss: 0.8859
Epoch 5/8... Discriminator Loss: 1.3909... Generator Loss: 0.7320
Epoch 5/8... Discriminator Loss: 1.3885... Generator Loss: 0.7635
Epoch 5/8... Discriminator Loss: 1.3917... Generator Loss: 0.8442
Epoch 5/8... Discriminator Loss: 1.3893... Generator Loss: 0.6823
Epoch 5/8... Discriminator Loss: 1.3894... Generator Loss: 0.8985
Epoch 5/8... Discriminator Loss: 1.3826... Generator Loss: 0.7053
Epoch 5/8... Discriminator Loss: 1.3993... Generator Loss: 0.8131
Epoch 5/8... Discriminator Loss: 1.3776... Generator Loss: 0.7508
Epoch 5/8... Discriminator Loss: 1.3992... Generator Loss: 0.7439
Epoch 5/8... Discriminator Loss: 1.3840... Generator Loss: 0.8356
Epoch 5/8... Discriminator Loss: 1.3944... Generator Loss: 0.7510
Epoch 5/8... Discriminator Loss: 1.3880... Generator Loss: 0.8188
Epoch 5/8... Discriminator Loss: 1.3896... Generator Loss: 0.7537
Epoch 5/8... Discriminator Loss: 1.3895... Generator Loss: 0.8222
Epoch 5/8... Discriminator Loss: 1.3822... Generator Loss: 0.7753
Epoch 5/8... Discriminator Loss: 1.3824... Generator Loss: 0.8101
Epoch 5/8... Discriminator Loss: 1.3770... Generator Loss: 0.7613
Epoch 5/8... Discriminator Loss: 1.3680... Generator Loss: 0.8201
Epoch 5/8... Discriminator Loss: 1.3818... Generator Loss: 0.7646
Epoch 5/8... Discriminator Loss: 1.3734... Generator Loss: 0.7950
Epoch 5/8... Discriminator Loss: 1.3856... Generator Loss: 0.8251
Epoch 5/8... Discriminator Loss: 1.3821... Generator Loss: 0.7502
Epoch 5/8... Discriminator Loss: 1.3813... Generator Loss: 0.8203
Epoch 5/8... Discriminator Loss: 1.3910... Generator Loss: 0.7352
Epoch 5/8... Discriminator Loss: 1.3891... Generator Loss: 0.7995
Epoch 5/8... Discriminator Loss: 1.3839... Generator Loss: 0.8147
Epoch 5/8... Discriminator Loss: 1.3836... Generator Loss: 0.7164
Epoch 5/8... Discriminator Loss: 1.3861... Generator Loss: 0.8778
Epoch 5/8... Discriminator Loss: 1.4045... Generator Loss: 0.6828
Epoch 5/8... Discriminator Loss: 1.3864... Generator Loss: 0.8648
Epoch 5/8... Discriminator Loss: 1.3855... Generator Loss: 0.7184
Epoch 5/8... Discriminator Loss: 1.3910... Generator Loss: 0.8419
Epoch 5/8... Discriminator Loss: 1.3854... Generator Loss: 0.7116
Epoch 5/8... Discriminator Loss: 1.3898... Generator Loss: 0.8449
Epoch 5/8... Discriminator Loss: 1.3974... Generator Loss: 0.7024
Epoch 5/8... Discriminator Loss: 1.3876... Generator Loss: 0.8852
Epoch 5/8... Discriminator Loss: 1.4079... Generator Loss: 0.6430
Epoch 5/8... Discriminator Loss: 1.3922... Generator Loss: 0.9157
Epoch 5/8... Discriminator Loss: 1.3852... Generator Loss: 0.6875
Epoch 5/8... Discriminator Loss: 1.3782... Generator Loss: 0.8209
Epoch 5/8... Discriminator Loss: 1.4023... Generator Loss: 0.7832
Epoch 5/8... Discriminator Loss: 1.3766... Generator Loss: 0.8069
Epoch 5/8... Discriminator Loss: 1.3827... Generator Loss: 0.7854
Epoch 5/8... Discriminator Loss: 1.3910... Generator Loss: 0.8127
Epoch 5/8... Discriminator Loss: 1.3743... Generator Loss: 0.7929
Epoch 5/8... Discriminator Loss: 1.3911... Generator Loss: 0.7808
Epoch 5/8... Discriminator Loss: 1.3736... Generator Loss: 0.7905
Epoch 5/8... Discriminator Loss: 1.3878... Generator Loss: 0.7920
Epoch 5/8... Discriminator Loss: 1.3834... Generator Loss: 0.7273
Epoch 5/8... Discriminator Loss: 1.3853... Generator Loss: 0.8688
Epoch 5/8... Discriminator Loss: 1.3870... Generator Loss: 0.7143
Epoch 5/8... Discriminator Loss: 1.3771... Generator Loss: 0.8490
Epoch 5/8... Discriminator Loss: 1.3793... Generator Loss: 0.7717
Epoch 5/8... Discriminator Loss: 1.3801... Generator Loss: 0.8257
Epoch 5/8... Discriminator Loss: 1.3843... Generator Loss: 0.7209
Epoch 5/8... Discriminator Loss: 1.3854... Generator Loss: 0.8609
Epoch 5/8... Discriminator Loss: 1.3844... Generator Loss: 0.7083
Epoch 5/8... Discriminator Loss: 1.3785... Generator Loss: 0.8458
Epoch 5/8... Discriminator Loss: 1.4007... Generator Loss: 0.6733
Epoch 5/8... Discriminator Loss: 1.3867... Generator Loss: 0.8531
Epoch 5/8... Discriminator Loss: 1.3783... Generator Loss: 0.8175
Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.7634
Epoch 5/8... Discriminator Loss: 1.3898... Generator Loss: 0.8014
Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.7667
Epoch 5/8... Discriminator Loss: 1.3861... Generator Loss: 0.7873
Epoch 5/8... Discriminator Loss: 1.3762... Generator Loss: 0.7827
Epoch 5/8... Discriminator Loss: 1.3773... Generator Loss: 0.7795
Epoch 5/8... Discriminator Loss: 1.3826... Generator Loss: 0.8327
Epoch 5/8... Discriminator Loss: 1.3872... Generator Loss: 0.7200
Epoch 5/8... Discriminator Loss: 1.3859... Generator Loss: 0.8558
Epoch 5/8... Discriminator Loss: 1.3923... Generator Loss: 0.7073
Epoch 5/8... Discriminator Loss: 1.3923... Generator Loss: 0.8849
Epoch 5/8... Discriminator Loss: 1.3919... Generator Loss: 0.6869
Epoch 5/8... Discriminator Loss: 1.3862... Generator Loss: 0.8505
Epoch 5/8... Discriminator Loss: 1.3776... Generator Loss: 0.7792
Epoch 5/8... Discriminator Loss: 1.3754... Generator Loss: 0.8071
Epoch 5/8... Discriminator Loss: 1.3867... Generator Loss: 0.7533
Epoch 5/8... Discriminator Loss: 1.3769... Generator Loss: 0.7860
Epoch 5/8... Discriminator Loss: 1.3898... Generator Loss: 0.8329
Epoch 5/8... Discriminator Loss: 1.3856... Generator Loss: 0.7421
Epoch 5/8... Discriminator Loss: 1.3763... Generator Loss: 0.8583
Epoch 5/8... Discriminator Loss: 1.4018... Generator Loss: 0.6956
Epoch 5/8... Discriminator Loss: 1.3863... Generator Loss: 0.8779
Epoch 5/8... Discriminator Loss: 1.3849... Generator Loss: 0.7360
Epoch 5/8... Discriminator Loss: 1.3784... Generator Loss: 0.8574
Epoch 5/8... Discriminator Loss: 1.3793... Generator Loss: 0.7526
Epoch 5/8... Discriminator Loss: 1.3762... Generator Loss: 0.8002
Epoch 5/8... Discriminator Loss: 1.3816... Generator Loss: 0.7831
Epoch 5/8... Discriminator Loss: 1.3823... Generator Loss: 0.8181
Epoch 5/8... Discriminator Loss: 1.3750... Generator Loss: 0.7736
Epoch 5/8... Discriminator Loss: 1.3702... Generator Loss: 0.8046
Epoch 5/8... Discriminator Loss: 1.3936... Generator Loss: 0.7671
Epoch 5/8... Discriminator Loss: 1.3913... Generator Loss: 0.7935
Epoch 5/8... Discriminator Loss: 1.3952... Generator Loss: 0.7407
Epoch 5/8... Discriminator Loss: 1.3908... Generator Loss: 0.8558
Epoch 5/8... Discriminator Loss: 1.3988... Generator Loss: 0.6844
Epoch 5/8... Discriminator Loss: 1.4022... Generator Loss: 0.9044
Epoch 5/8... Discriminator Loss: 1.3768... Generator Loss: 0.7210
Epoch 5/8... Discriminator Loss: 1.3895... Generator Loss: 0.8970
Epoch 5/8... Discriminator Loss: 1.3773... Generator Loss: 0.7264
Epoch 5/8... Discriminator Loss: 1.3947... Generator Loss: 0.8567
Epoch 5/8... Discriminator Loss: 1.3845... Generator Loss: 0.7365
Epoch 5/8... Discriminator Loss: 1.3746... Generator Loss: 0.8748
Epoch 5/8... Discriminator Loss: 1.4005... Generator Loss: 0.6723
Epoch 5/8... Discriminator Loss: 1.3947... Generator Loss: 0.9117
Epoch 5/8... Discriminator Loss: 1.3913... Generator Loss: 0.6964
Epoch 5/8... Discriminator Loss: 1.3837... Generator Loss: 0.8796
Epoch 5/8... Discriminator Loss: 1.3943... Generator Loss: 0.6623
Epoch 5/8... Discriminator Loss: 1.3833... Generator Loss: 0.9063
Epoch 5/8... Discriminator Loss: 1.3835... Generator Loss: 0.7081
Epoch 5/8... Discriminator Loss: 1.3966... Generator Loss: 0.8757
Epoch 5/8... Discriminator Loss: 1.3862... Generator Loss: 0.7141
Epoch 5/8... Discriminator Loss: 1.3859... Generator Loss: 0.8538
Epoch 5/8... Discriminator Loss: 1.3789... Generator Loss: 0.7390
Epoch 5/8... Discriminator Loss: 1.3859... Generator Loss: 0.8263
Epoch 5/8... Discriminator Loss: 1.3856... Generator Loss: 0.7578
Epoch 5/8... Discriminator Loss: 1.3757... Generator Loss: 0.7752
Epoch 5/8... Discriminator Loss: 1.3897... Generator Loss: 0.8078
Epoch 5/8... Discriminator Loss: 1.3704... Generator Loss: 0.7834
Epoch 5/8... Discriminator Loss: 1.3924... Generator Loss: 0.7714
Epoch 5/8... Discriminator Loss: 1.3911... Generator Loss: 0.8176
Epoch 5/8... Discriminator Loss: 1.3859... Generator Loss: 0.7207
Epoch 5/8... Discriminator Loss: 1.3876... Generator Loss: 0.8351
Epoch 5/8... Discriminator Loss: 1.3858... Generator Loss: 0.7554
Epoch 5/8... Discriminator Loss: 1.3775... Generator Loss: 0.8306
Epoch 5/8... Discriminator Loss: 1.3866... Generator Loss: 0.7221
Epoch 5/8... Discriminator Loss: 1.4068... Generator Loss: 0.9135
Epoch 5/8... Discriminator Loss: 1.3864... Generator Loss: 0.7349
Epoch 5/8... Discriminator Loss: 1.3877... Generator Loss: 0.8162
Epoch 5/8... Discriminator Loss: 1.3867... Generator Loss: 0.7617
Epoch 5/8... Discriminator Loss: 1.3745... Generator Loss: 0.8187
Epoch 5/8... Discriminator Loss: 1.3879... Generator Loss: 0.7777
Epoch 5/8... Discriminator Loss: 1.3821... Generator Loss: 0.7859
Epoch 5/8... Discriminator Loss: 1.3829... Generator Loss: 0.8129
Epoch 5/8... Discriminator Loss: 1.3712... Generator Loss: 0.7573
Epoch 5/8... Discriminator Loss: 1.3856... Generator Loss: 0.8465
Epoch 5/8... Discriminator Loss: 1.3815... Generator Loss: 0.7526
Epoch 5/8... Discriminator Loss: 1.3950... Generator Loss: 0.8347
Epoch 5/8... Discriminator Loss: 1.3926... Generator Loss: 0.7377
Epoch 5/8... Discriminator Loss: 1.3864... Generator Loss: 0.8383
Epoch 5/8... Discriminator Loss: 1.3799... Generator Loss: 0.7327
Epoch 5/8... Discriminator Loss: 1.3926... Generator Loss: 0.8877
Epoch 5/8... Discriminator Loss: 1.3933... Generator Loss: 0.6807
Epoch 5/8... Discriminator Loss: 1.3912... Generator Loss: 0.9560
Epoch 5/8... Discriminator Loss: 1.3865... Generator Loss: 0.6990
Epoch 5/8... Discriminator Loss: 1.3945... Generator Loss: 0.9101
Epoch 5/8... Discriminator Loss: 1.3832... Generator Loss: 0.7114
Epoch 5/8... Discriminator Loss: 1.3852... Generator Loss: 0.8529
Epoch 5/8... Discriminator Loss: 1.3798... Generator Loss: 0.7459
Epoch 5/8... Discriminator Loss: 1.3798... Generator Loss: 0.8088
Epoch 5/8... Discriminator Loss: 1.3726... Generator Loss: 0.8123
Epoch 5/8... Discriminator Loss: 1.3793... Generator Loss: 0.7859
Epoch 5/8... Discriminator Loss: 1.3769... Generator Loss: 0.8072
Epoch 5/8... Discriminator Loss: 1.3719... Generator Loss: 0.7834
Epoch 5/8... Discriminator Loss: 1.3841... Generator Loss: 0.7904
Epoch 5/8... Discriminator Loss: 1.3804... Generator Loss: 0.7940
Epoch 5/8... Discriminator Loss: 1.3725... Generator Loss: 0.8594
Epoch 5/8... Discriminator Loss: 1.3847... Generator Loss: 0.7039
Epoch 5/8... Discriminator Loss: 1.4009... Generator Loss: 0.9412
Epoch 5/8... Discriminator Loss: 1.4221... Generator Loss: 0.6067
Epoch 5/8... Discriminator Loss: 1.4079... Generator Loss: 0.9104
Epoch 5/8... Discriminator Loss: 1.3740... Generator Loss: 0.7465
Epoch 5/8... Discriminator Loss: 1.3899... Generator Loss: 0.7920
Epoch 5/8... Discriminator Loss: 1.3803... Generator Loss: 0.7845
Epoch 5/8... Discriminator Loss: 1.3710... Generator Loss: 0.8080
Epoch 5/8... Discriminator Loss: 1.3828... Generator Loss: 0.7767
Epoch 5/8... Discriminator Loss: 1.3753... Generator Loss: 0.8092
Epoch 5/8... Discriminator Loss: 1.3807... Generator Loss: 0.8064
Epoch 5/8... Discriminator Loss: 1.3860... Generator Loss: 0.7631
Epoch 5/8... Discriminator Loss: 1.3792... Generator Loss: 0.8174
Epoch 5/8... Discriminator Loss: 1.3746... Generator Loss: 0.7418
Epoch 5/8... Discriminator Loss: 1.3824... Generator Loss: 0.8618
Epoch 5/8... Discriminator Loss: 1.3789... Generator Loss: 0.7445
Epoch 5/8... Discriminator Loss: 1.3775... Generator Loss: 0.8619
Epoch 5/8... Discriminator Loss: 1.3811... Generator Loss: 0.7313
Epoch 5/8... Discriminator Loss: 1.3784... Generator Loss: 0.8475
Epoch 5/8... Discriminator Loss: 1.3794... Generator Loss: 0.7638
Epoch 5/8... Discriminator Loss: 1.3834... Generator Loss: 0.7970
Epoch 5/8... Discriminator Loss: 1.3749... Generator Loss: 0.7890
Epoch 5/8... Discriminator Loss: 1.3791... Generator Loss: 0.8178
Epoch 5/8... Discriminator Loss: 1.3799... Generator Loss: 0.7793
Epoch 5/8... Discriminator Loss: 1.3759... Generator Loss: 0.8389
Epoch 5/8... Discriminator Loss: 1.3794... Generator Loss: 0.7417
Epoch 5/8... Discriminator Loss: 1.3886... Generator Loss: 0.8837
Epoch 5/8... Discriminator Loss: 1.3867... Generator Loss: 0.7009
Epoch 5/8... Discriminator Loss: 1.3952... Generator Loss: 0.9774
Epoch 5/8... Discriminator Loss: 1.3880... Generator Loss: 0.6775
Epoch 5/8... Discriminator Loss: 1.3835... Generator Loss: 0.8793
Epoch 5/8... Discriminator Loss: 1.3819... Generator Loss: 0.7568
Epoch 5/8... Discriminator Loss: 1.3834... Generator Loss: 0.8087
Epoch 5/8... Discriminator Loss: 1.3765... Generator Loss: 0.7846
Epoch 5/8... Discriminator Loss: 1.3873... Generator Loss: 0.7762
Epoch 5/8... Discriminator Loss: 1.3735... Generator Loss: 0.8055
Epoch 5/8... Discriminator Loss: 1.3875... Generator Loss: 0.7728
Epoch 5/8... Discriminator Loss: 1.3762... Generator Loss: 0.8169
Epoch 5/8... Discriminator Loss: 1.3905... Generator Loss: 0.7498
Epoch 5/8... Discriminator Loss: 1.3838... Generator Loss: 0.8628
Epoch 5/8... Discriminator Loss: 1.4012... Generator Loss: 0.6780
Epoch 5/8... Discriminator Loss: 1.3919... Generator Loss: 0.9283
Epoch 5/8... Discriminator Loss: 1.3819... Generator Loss: 0.7107
Epoch 5/8... Discriminator Loss: 1.3839... Generator Loss: 0.8644
Epoch 5/8... Discriminator Loss: 1.3813... Generator Loss: 0.7410
Epoch 5/8... Discriminator Loss: 1.3732... Generator Loss: 0.8402
Epoch 5/8... Discriminator Loss: 1.3811... Generator Loss: 0.7597
Epoch 5/8... Discriminator Loss: 1.3749... Generator Loss: 0.7876
Epoch 5/8... Discriminator Loss: 1.3766... Generator Loss: 0.8019
Epoch 5/8... Discriminator Loss: 1.3840... Generator Loss: 0.8085
Epoch 5/8... Discriminator Loss: 1.3817... Generator Loss: 0.7511
Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.8611
Epoch 5/8... Discriminator Loss: 1.3832... Generator Loss: 0.7350
Epoch 5/8... Discriminator Loss: 1.3815... Generator Loss: 0.8497
Epoch 5/8... Discriminator Loss: 1.3802... Generator Loss: 0.7208
Epoch 5/8... Discriminator Loss: 1.3791... Generator Loss: 0.8755
Epoch 5/8... Discriminator Loss: 1.3862... Generator Loss: 0.7161
Epoch 5/8... Discriminator Loss: 1.3931... Generator Loss: 0.9247
Epoch 5/8... Discriminator Loss: 1.3866... Generator Loss: 0.6857
Epoch 5/8... Discriminator Loss: 1.3735... Generator Loss: 0.8858
Epoch 5/8... Discriminator Loss: 1.3900... Generator Loss: 0.6973
Epoch 5/8... Discriminator Loss: 1.3811... Generator Loss: 0.8821
Epoch 5/8... Discriminator Loss: 1.3708... Generator Loss: 0.7511
Epoch 5/8... Discriminator Loss: 1.3817... Generator Loss: 0.8254
Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.7818
Epoch 5/8... Discriminator Loss: 1.3761... Generator Loss: 0.8203
Epoch 5/8... Discriminator Loss: 1.3781... Generator Loss: 0.7893
Epoch 5/8... Discriminator Loss: 1.3833... Generator Loss: 0.8223
Epoch 5/8... Discriminator Loss: 1.3788... Generator Loss: 0.7744
Epoch 5/8... Discriminator Loss: 1.3814... Generator Loss: 0.8096
Epoch 5/8... Discriminator Loss: 1.3745... Generator Loss: 0.7709
Epoch 5/8... Discriminator Loss: 1.3787... Generator Loss: 0.8256
Epoch 5/8... Discriminator Loss: 1.3819... Generator Loss: 0.7538
Epoch 5/8... Discriminator Loss: 1.3785... Generator Loss: 0.8293
Epoch 5/8... Discriminator Loss: 1.3752... Generator Loss: 0.7607
Epoch 5/8... Discriminator Loss: 1.3793... Generator Loss: 0.8391
Epoch 5/8... Discriminator Loss: 1.3787... Generator Loss: 0.7626
Epoch 5/8... Discriminator Loss: 1.3749... Generator Loss: 0.8521
Epoch 5/8... Discriminator Loss: 1.3893... Generator Loss: 0.6746
Epoch 5/8... Discriminator Loss: 1.4002... Generator Loss: 0.9842
Epoch 5/8... Discriminator Loss: 1.3883... Generator Loss: 0.6893
Epoch 5/8... Discriminator Loss: 1.3845... Generator Loss: 0.8535
Epoch 5/8... Discriminator Loss: 1.3796... Generator Loss: 0.7379
Epoch 5/8... Discriminator Loss: 1.3776... Generator Loss: 0.8540
Epoch 5/8... Discriminator Loss: 1.3793... Generator Loss: 0.7772
Epoch 5/8... Discriminator Loss: 1.3712... Generator Loss: 0.8042
Epoch 5/8... Discriminator Loss: 1.3789... Generator Loss: 0.7950
Epoch 5/8... Discriminator Loss: 1.3775... Generator Loss: 0.8165
Epoch 5/8... Discriminator Loss: 1.3749... Generator Loss: 0.7742
Epoch 5/8... Discriminator Loss: 1.3821... Generator Loss: 0.8130
Epoch 5/8... Discriminator Loss: 1.3781... Generator Loss: 0.7732
Epoch 5/8... Discriminator Loss: 1.3769... Generator Loss: 0.8135
Epoch 5/8... Discriminator Loss: 1.3786... Generator Loss: 0.7753
Epoch 5/8... Discriminator Loss: 1.3734... Generator Loss: 0.8346
Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.7445
Epoch 5/8... Discriminator Loss: 1.3846... Generator Loss: 0.8720
Epoch 5/8... Discriminator Loss: 1.3842... Generator Loss: 0.7156
Epoch 5/8... Discriminator Loss: 1.3851... Generator Loss: 0.8815
Epoch 5/8... Discriminator Loss: 1.3807... Generator Loss: 0.7169
Epoch 5/8... Discriminator Loss: 1.3829... Generator Loss: 0.8791
Epoch 5/8... Discriminator Loss: 1.3853... Generator Loss: 0.7181
Epoch 5/8... Discriminator Loss: 1.3818... Generator Loss: 0.8684
Epoch 5/8... Discriminator Loss: 1.3796... Generator Loss: 0.7254
Epoch 5/8... Discriminator Loss: 1.3854... Generator Loss: 0.8548
Epoch 5/8... Discriminator Loss: 1.3874... Generator Loss: 0.7351
Epoch 5/8... Discriminator Loss: 1.3750... Generator Loss: 0.8321
Epoch 5/8... Discriminator Loss: 1.3836... Generator Loss: 0.7340
Epoch 5/8... Discriminator Loss: 1.3886... Generator Loss: 0.9197
Epoch 5/8... Discriminator Loss: 1.3849... Generator Loss: 0.6959
Epoch 5/8... Discriminator Loss: 1.3818... Generator Loss: 0.8945
Epoch 5/8... Discriminator Loss: 1.3844... Generator Loss: 0.7294
Epoch 5/8... Discriminator Loss: 1.3834... Generator Loss: 0.8521
Epoch 5/8... Discriminator Loss: 1.3778... Generator Loss: 0.7427
Epoch 5/8... Discriminator Loss: 1.3853... Generator Loss: 0.8679
Epoch 5/8... Discriminator Loss: 1.3773... Generator Loss: 0.7283
Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.8449
Epoch 5/8... Discriminator Loss: 1.3751... Generator Loss: 0.7669
Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.8373
Epoch 5/8... Discriminator Loss: 1.3808... Generator Loss: 0.7386
Epoch 5/8... Discriminator Loss: 1.3785... Generator Loss: 0.8684
Epoch 5/8... Discriminator Loss: 1.3774... Generator Loss: 0.7348
Epoch 5/8... Discriminator Loss: 1.3792... Generator Loss: 0.8128
Epoch 5/8... Discriminator Loss: 1.3784... Generator Loss: 0.8175
Epoch 5/8... Discriminator Loss: 1.3715... Generator Loss: 0.7887
Epoch 5/8... Discriminator Loss: 1.3845... Generator Loss: 0.7802
Epoch 5/8... Discriminator Loss: 1.3757... Generator Loss: 0.7898
Epoch 5/8... Discriminator Loss: 1.3826... Generator Loss: 0.8168
Epoch 5/8... Discriminator Loss: 1.3848... Generator Loss: 0.7612
Epoch 5/8... Discriminator Loss: 1.3823... Generator Loss: 0.8657
Epoch 5/8... Discriminator Loss: 1.3901... Generator Loss: 0.6794
Epoch 5/8... Discriminator Loss: 1.3913... Generator Loss: 0.9403
Epoch 5/8... Discriminator Loss: 1.3832... Generator Loss: 0.7012
Epoch 5/8... Discriminator Loss: 1.3876... Generator Loss: 0.8947
Epoch 5/8... Discriminator Loss: 1.3955... Generator Loss: 0.6874
Epoch 5/8... Discriminator Loss: 1.3877... Generator Loss: 0.8898
Epoch 5/8... Discriminator Loss: 1.3932... Generator Loss: 0.7123
Epoch 5/8... Discriminator Loss: 1.3824... Generator Loss: 0.8641
Epoch 5/8... Discriminator Loss: 1.3805... Generator Loss: 0.7654
Epoch 5/8... Discriminator Loss: 1.3783... Generator Loss: 0.8163
Epoch 5/8... Discriminator Loss: 1.3814... Generator Loss: 0.7857
Epoch 5/8... Discriminator Loss: 1.3766... Generator Loss: 0.7872
Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.7913
Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.8074
Epoch 5/8... Discriminator Loss: 1.3752... Generator Loss: 0.7907
Epoch 5/8... Discriminator Loss: 1.3835... Generator Loss: 0.7902
Epoch 5/8... Discriminator Loss: 1.3798... Generator Loss: 0.8183
Epoch 5/8... Discriminator Loss: 1.3768... Generator Loss: 0.7709
Epoch 5/8... Discriminator Loss: 1.3755... Generator Loss: 0.8285
Epoch 5/8... Discriminator Loss: 1.3756... Generator Loss: 0.7694
Epoch 5/8... Discriminator Loss: 1.3837... Generator Loss: 0.8691
Epoch 5/8... Discriminator Loss: 1.3853... Generator Loss: 0.7054
Epoch 5/8... Discriminator Loss: 1.3825... Generator Loss: 0.8945
Epoch 5/8... Discriminator Loss: 1.3841... Generator Loss: 0.7043
Epoch 5/8... Discriminator Loss: 1.3870... Generator Loss: 0.9048
Epoch 5/8... Discriminator Loss: 1.3860... Generator Loss: 0.6960
Epoch 5/8... Discriminator Loss: 1.3798... Generator Loss: 0.8881
Epoch 5/8... Discriminator Loss: 1.3802... Generator Loss: 0.7427
Epoch 5/8... Discriminator Loss: 1.3763... Generator Loss: 0.8310
Epoch 5/8... Discriminator Loss: 1.3746... Generator Loss: 0.7870
Epoch 5/8... Discriminator Loss: 1.3776... Generator Loss: 0.8034
Epoch 5/8... Discriminator Loss: 1.3754... Generator Loss: 0.8007
Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.7866
Epoch 5/8... Discriminator Loss: 1.3763... Generator Loss: 0.8176
Epoch 5/8... Discriminator Loss: 1.3757... Generator Loss: 0.7804
Epoch 5/8... Discriminator Loss: 1.3753... Generator Loss: 0.8209
Epoch 5/8... Discriminator Loss: 1.3776... Generator Loss: 0.7701
Epoch 5/8... Discriminator Loss: 1.3763... Generator Loss: 0.8339
Epoch 5/8... Discriminator Loss: 1.3775... Generator Loss: 0.7718
Epoch 5/8... Discriminator Loss: 1.3763... Generator Loss: 0.8259
Epoch 5/8... Discriminator Loss: 1.3800... Generator Loss: 0.7557
Epoch 5/8... Discriminator Loss: 1.3820... Generator Loss: 0.8573
Epoch 5/8... Discriminator Loss: 1.3804... Generator Loss: 0.7299
Epoch 5/8... Discriminator Loss: 1.3788... Generator Loss: 0.8631
Epoch 5/8... Discriminator Loss: 1.3788... Generator Loss: 0.7389
Epoch 5/8... Discriminator Loss: 1.3787... Generator Loss: 0.8761
Epoch 5/8... Discriminator Loss: 1.3822... Generator Loss: 0.7238
Epoch 5/8... Discriminator Loss: 1.3820... Generator Loss: 0.8964
Epoch 5/8... Discriminator Loss: 1.3835... Generator Loss: 0.7239
Epoch 5/8... Discriminator Loss: 1.3829... Generator Loss: 0.8799
Epoch 5/8... Discriminator Loss: 1.3907... Generator Loss: 0.6936
Epoch 5/8... Discriminator Loss: 1.3865... Generator Loss: 0.9154
Epoch 5/8... Discriminator Loss: 1.3811... Generator Loss: 0.7110
Epoch 5/8... Discriminator Loss: 1.3826... Generator Loss: 0.8589
Epoch 5/8... Discriminator Loss: 1.3772... Generator Loss: 0.7587
Epoch 5/8... Discriminator Loss: 1.3823... Generator Loss: 0.8213
Epoch 5/8... Discriminator Loss: 1.3771... Generator Loss: 0.7685
Epoch 5/8... Discriminator Loss: 1.3810... Generator Loss: 0.8086
Epoch 5/8... Discriminator Loss: 1.3759... Generator Loss: 0.8100
Epoch 5/8... Discriminator Loss: 1.3781... Generator Loss: 0.7745
Epoch 5/8... Discriminator Loss: 1.3770... Generator Loss: 0.8172
Epoch 5/8... Discriminator Loss: 1.3804... Generator Loss: 0.7695
Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.8330
Epoch 5/8... Discriminator Loss: 1.3761... Generator Loss: 0.7587
Epoch 5/8... Discriminator Loss: 1.3726... Generator Loss: 0.8529
Epoch 5/8... Discriminator Loss: 1.3811... Generator Loss: 0.7344
Epoch 5/8... Discriminator Loss: 1.3813... Generator Loss: 0.8592
Epoch 5/8... Discriminator Loss: 1.3809... Generator Loss: 0.7508
Epoch 5/8... Discriminator Loss: 1.3756... Generator Loss: 0.8649
Epoch 5/8... Discriminator Loss: 1.3843... Generator Loss: 0.7191
Epoch 5/8... Discriminator Loss: 1.3845... Generator Loss: 0.9068
Epoch 5/8... Discriminator Loss: 1.3882... Generator Loss: 0.6824
Epoch 5/8... Discriminator Loss: 1.3867... Generator Loss: 0.9049
Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.7257
Epoch 5/8... Discriminator Loss: 1.3895... Generator Loss: 0.8389
Epoch 5/8... Discriminator Loss: 1.3769... Generator Loss: 0.7586
Epoch 5/8... Discriminator Loss: 1.3790... Generator Loss: 0.8586
Epoch 5/8... Discriminator Loss: 1.3867... Generator Loss: 0.7448
Epoch 5/8... Discriminator Loss: 1.3776... Generator Loss: 0.8402
Epoch 5/8... Discriminator Loss: 1.3768... Generator Loss: 0.7714
Epoch 5/8... Discriminator Loss: 1.3745... Generator Loss: 0.8432
Epoch 5/8... Discriminator Loss: 1.3811... Generator Loss: 0.7458
Epoch 5/8... Discriminator Loss: 1.3823... Generator Loss: 0.8281
Epoch 5/8... Discriminator Loss: 1.3791... Generator Loss: 0.7653
Epoch 5/8... Discriminator Loss: 1.3760... Generator Loss: 0.8171
Epoch 5/8... Discriminator Loss: 1.3747... Generator Loss: 0.7729
Epoch 5/8... Discriminator Loss: 1.3799... Generator Loss: 0.8559
Epoch 5/8... Discriminator Loss: 1.3787... Generator Loss: 0.7393
Epoch 5/8... Discriminator Loss: 1.3785... Generator Loss: 0.8612
Epoch 5/8... Discriminator Loss: 1.3808... Generator Loss: 0.7300
Epoch 5/8... Discriminator Loss: 1.3844... Generator Loss: 0.8664
Epoch 5/8... Discriminator Loss: 1.3816... Generator Loss: 0.7407
Epoch 5/8... Discriminator Loss: 1.3773... Generator Loss: 0.8279
Epoch 5/8... Discriminator Loss: 1.3750... Generator Loss: 0.7766
Epoch 5/8... Discriminator Loss: 1.3768... Generator Loss: 0.8521
Epoch 5/8... Discriminator Loss: 1.3841... Generator Loss: 0.6998
Epoch 5/8... Discriminator Loss: 1.4047... Generator Loss: 0.9940
Epoch 5/8... Discriminator Loss: 1.3913... Generator Loss: 0.6650
Epoch 5/8... Discriminator Loss: 1.3865... Generator Loss: 0.9006
Epoch 5/8... Discriminator Loss: 1.3809... Generator Loss: 0.7255
Epoch 5/8... Discriminator Loss: 1.3840... Generator Loss: 0.7973
Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.8089
Epoch 5/8... Discriminator Loss: 1.3780... Generator Loss: 0.7649
Epoch 5/8... Discriminator Loss: 1.3773... Generator Loss: 0.8268
Epoch 5/8... Discriminator Loss: 1.3820... Generator Loss: 0.7658
Epoch 5/8... Discriminator Loss: 1.3748... Generator Loss: 0.8524
Epoch 5/8... Discriminator Loss: 1.3792... Generator Loss: 0.7274
Epoch 5/8... Discriminator Loss: 1.3823... Generator Loss: 0.9113
Epoch 5/8... Discriminator Loss: 1.3939... Generator Loss: 0.7050
Epoch 5/8... Discriminator Loss: 1.3866... Generator Loss: 0.9112
Epoch 5/8... Discriminator Loss: 1.3975... Generator Loss: 0.6788
Epoch 5/8... Discriminator Loss: 1.3851... Generator Loss: 0.9267
Epoch 5/8... Discriminator Loss: 1.3818... Generator Loss: 0.7238
Epoch 5/8... Discriminator Loss: 1.3793... Generator Loss: 0.8340
Epoch 5/8... Discriminator Loss: 1.3755... Generator Loss: 0.7682
Epoch 5/8... Discriminator Loss: 1.3772... Generator Loss: 0.7798
Epoch 5/8... Discriminator Loss: 1.3766... Generator Loss: 0.8040
Epoch 5/8... Discriminator Loss: 1.3798... Generator Loss: 0.7954
Epoch 5/8... Discriminator Loss: 1.3826... Generator Loss: 0.7799
Epoch 5/8... Discriminator Loss: 1.3761... Generator Loss: 0.8132
Epoch 5/8... Discriminator Loss: 1.3783... Generator Loss: 0.7924
Epoch 5/8... Discriminator Loss: 1.3727... Generator Loss: 0.7972
Epoch 5/8... Discriminator Loss: 1.3793... Generator Loss: 0.7998
Epoch 5/8... Discriminator Loss: 1.3774... Generator Loss: 0.7827
Epoch 5/8... Discriminator Loss: 1.3804... Generator Loss: 0.7958
Epoch 5/8... Discriminator Loss: 1.3758... Generator Loss: 0.7929
Epoch 5/8... Discriminator Loss: 1.3769... Generator Loss: 0.8148
Epoch 5/8... Discriminator Loss: 1.3790... Generator Loss: 0.7764
Epoch 5/8... Discriminator Loss: 1.3800... Generator Loss: 0.8275
Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.7478
Epoch 5/8... Discriminator Loss: 1.3769... Generator Loss: 0.8631
Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.7421
Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.8599
Epoch 5/8... Discriminator Loss: 1.4044... Generator Loss: 0.6389
Epoch 5/8... Discriminator Loss: 1.4333... Generator Loss: 1.0773
Epoch 5/8... Discriminator Loss: 1.3932... Generator Loss: 0.6734
Epoch 5/8... Discriminator Loss: 1.3746... Generator Loss: 0.8606
Epoch 5/8... Discriminator Loss: 1.3768... Generator Loss: 0.7761
Epoch 5/8... Discriminator Loss: 1.3758... Generator Loss: 0.8157
Epoch 5/8... Discriminator Loss: 1.3786... Generator Loss: 0.7905
Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.7964
Epoch 5/8... Discriminator Loss: 1.3799... Generator Loss: 0.7879
Epoch 5/8... Discriminator Loss: 1.3746... Generator Loss: 0.8077
Epoch 5/8... Discriminator Loss: 1.3768... Generator Loss: 0.7805
Epoch 5/8... Discriminator Loss: 1.3741... Generator Loss: 0.8169
Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.7522
Epoch 5/8... Discriminator Loss: 1.3777... Generator Loss: 0.8511
Epoch 5/8... Discriminator Loss: 1.3787... Generator Loss: 0.7518
Epoch 5/8... Discriminator Loss: 1.3776... Generator Loss: 0.8314
Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.7710
Epoch 5/8... Discriminator Loss: 1.3752... Generator Loss: 0.8273
Epoch 5/8... Discriminator Loss: 1.3827... Generator Loss: 0.7739
Epoch 5/8... Discriminator Loss: 1.3768... Generator Loss: 0.8056
Epoch 5/8... Discriminator Loss: 1.3854... Generator Loss: 0.8025
Epoch 5/8... Discriminator Loss: 1.3859... Generator Loss: 0.7928
Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.7889
Epoch 5/8... Discriminator Loss: 1.3753... Generator Loss: 0.8145
Epoch 5/8... Discriminator Loss: 1.3795... Generator Loss: 0.7682
Epoch 5/8... Discriminator Loss: 1.3813... Generator Loss: 0.8441
Epoch 5/8... Discriminator Loss: 1.3816... Generator Loss: 0.7245
Epoch 5/8... Discriminator Loss: 1.3908... Generator Loss: 0.9215
Epoch 5/8... Discriminator Loss: 1.3885... Generator Loss: 0.6794
Epoch 5/8... Discriminator Loss: 1.3880... Generator Loss: 0.9138
Epoch 5/8... Discriminator Loss: 1.3830... Generator Loss: 0.7128
Epoch 5/8... Discriminator Loss: 1.3752... Generator Loss: 0.8621
Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.7640
Epoch 5/8... Discriminator Loss: 1.3749... Generator Loss: 0.8313
Epoch 5/8... Discriminator Loss: 1.3753... Generator Loss: 0.7695
Epoch 5/8... Discriminator Loss: 1.3758... Generator Loss: 0.8205
Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.7762
Epoch 5/8... Discriminator Loss: 1.3795... Generator Loss: 0.8134
Epoch 5/8... Discriminator Loss: 1.3794... Generator Loss: 0.7836
Epoch 5/8... Discriminator Loss: 1.3773... Generator Loss: 0.8177
Epoch 5/8... Discriminator Loss: 1.3780... Generator Loss: 0.7764
Epoch 5/8... Discriminator Loss: 1.3761... Generator Loss: 0.8149
Epoch 5/8... Discriminator Loss: 1.3766... Generator Loss: 0.7900
Epoch 5/8... Discriminator Loss: 1.3787... Generator Loss: 0.8117
Epoch 5/8... Discriminator Loss: 1.3760... Generator Loss: 0.7814
Epoch 5/8... Discriminator Loss: 1.3803... Generator Loss: 0.8117
Epoch 5/8... Discriminator Loss: 1.3780... Generator Loss: 0.7579
Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.8695
Epoch 5/8... Discriminator Loss: 1.3858... Generator Loss: 0.7016
Epoch 5/8... Discriminator Loss: 1.3953... Generator Loss: 0.9445
Epoch 5/8... Discriminator Loss: 1.3916... Generator Loss: 0.6746
Epoch 5/8... Discriminator Loss: 1.3819... Generator Loss: 0.9020
Epoch 5/8... Discriminator Loss: 1.3815... Generator Loss: 0.7296
Epoch 5/8... Discriminator Loss: 1.3769... Generator Loss: 0.8462
Epoch 5/8... Discriminator Loss: 1.3776... Generator Loss: 0.7725
Epoch 5/8... Discriminator Loss: 1.3758... Generator Loss: 0.8208
Epoch 5/8... Discriminator Loss: 1.3799... Generator Loss: 0.7799
Epoch 5/8... Discriminator Loss: 1.3792... Generator Loss: 0.8094
Epoch 5/8... Discriminator Loss: 1.3782... Generator Loss: 0.7850
Epoch 5/8... Discriminator Loss: 1.3750... Generator Loss: 0.8061
Epoch 5/8... Discriminator Loss: 1.3753... Generator Loss: 0.7927
Epoch 5/8... Discriminator Loss: 1.3760... Generator Loss: 0.8047
Epoch 5/8... Discriminator Loss: 1.3755... Generator Loss: 0.7870
Epoch 5/8... Discriminator Loss: 1.3757... Generator Loss: 0.8111
Epoch 5/8... Discriminator Loss: 1.3774... Generator Loss: 0.7928
Epoch 5/8... Discriminator Loss: 1.3756... Generator Loss: 0.7897
Epoch 5/8... Discriminator Loss: 1.3794... Generator Loss: 0.8091
Epoch 5/8... Discriminator Loss: 1.3757... Generator Loss: 0.7788
Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.8321
Epoch 5/8... Discriminator Loss: 1.3752... Generator Loss: 0.7615
Epoch 5/8... Discriminator Loss: 1.3788... Generator Loss: 0.8103
Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.7927
Epoch 5/8... Discriminator Loss: 1.3747... Generator Loss: 0.8042
Epoch 5/8... Discriminator Loss: 1.3754... Generator Loss: 0.7894
Epoch 5/8... Discriminator Loss: 1.3783... Generator Loss: 0.8210
Epoch 5/8... Discriminator Loss: 1.3771... Generator Loss: 0.7485
Epoch 5/8... Discriminator Loss: 1.3847... Generator Loss: 0.8980
Epoch 5/8... Discriminator Loss: 1.4004... Generator Loss: 0.6454
Epoch 5/8... Discriminator Loss: 1.4049... Generator Loss: 0.9974
Epoch 5/8... Discriminator Loss: 1.3909... Generator Loss: 0.6808
Epoch 5/8... Discriminator Loss: 1.3802... Generator Loss: 0.8768
Epoch 5/8... Discriminator Loss: 1.3819... Generator Loss: 0.7310
Epoch 5/8... Discriminator Loss: 1.3792... Generator Loss: 0.8624
Epoch 5/8... Discriminator Loss: 1.3786... Generator Loss: 0.7410
Epoch 5/8... Discriminator Loss: 1.3787... Generator Loss: 0.8638
Epoch 5/8... Discriminator Loss: 1.3750... Generator Loss: 0.7531
Epoch 5/8... Discriminator Loss: 1.3773... Generator Loss: 0.8577
Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.7394
Epoch 5/8... Discriminator Loss: 1.3784... Generator Loss: 0.8403
Epoch 5/8... Discriminator Loss: 1.3766... Generator Loss: 0.7717
Epoch 5/8... Discriminator Loss: 1.3792... Generator Loss: 0.8355
Epoch 5/8... Discriminator Loss: 1.3773... Generator Loss: 0.7663
Epoch 5/8... Discriminator Loss: 1.3777... Generator Loss: 0.8417
Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.7588
Epoch 5/8... Discriminator Loss: 1.3824... Generator Loss: 0.8746
Epoch 5/8... Discriminator Loss: 1.3836... Generator Loss: 0.7068
Epoch 6/8... Discriminator Loss: 1.3866... Generator Loss: 0.9150
Epoch 6/8... Discriminator Loss: 1.3850... Generator Loss: 0.6941
Epoch 6/8... Discriminator Loss: 1.3840... Generator Loss: 0.8937
Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.7256
Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8496
Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.7593
Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.8209
Epoch 6/8... Discriminator Loss: 1.3729... Generator Loss: 0.7901
Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.7968
Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.7960
Epoch 6/8... Discriminator Loss: 1.3750... Generator Loss: 0.7985
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7944
Epoch 6/8... Discriminator Loss: 1.3724... Generator Loss: 0.8089
Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.7781
Epoch 6/8... Discriminator Loss: 1.3751... Generator Loss: 0.7986
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7880
Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.8130
Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.7755
Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.8215
Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.7610
Epoch 6/8... Discriminator Loss: 1.3765... Generator Loss: 0.8489
Epoch 6/8... Discriminator Loss: 1.3829... Generator Loss: 0.7290
Epoch 6/8... Discriminator Loss: 1.3815... Generator Loss: 0.8866
Epoch 6/8... Discriminator Loss: 1.3858... Generator Loss: 0.6947
Epoch 6/8... Discriminator Loss: 1.3907... Generator Loss: 0.9363
Epoch 6/8... Discriminator Loss: 1.3929... Generator Loss: 0.6759
Epoch 6/8... Discriminator Loss: 1.3861... Generator Loss: 0.8988
Epoch 6/8... Discriminator Loss: 1.3848... Generator Loss: 0.7203
Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.8644
Epoch 6/8... Discriminator Loss: 1.3712... Generator Loss: 0.7565
Epoch 6/8... Discriminator Loss: 1.3900... Generator Loss: 0.8204
Epoch 6/8... Discriminator Loss: 1.3726... Generator Loss: 0.7905
Epoch 6/8... Discriminator Loss: 1.3682... Generator Loss: 0.7980
Epoch 6/8... Discriminator Loss: 1.3857... Generator Loss: 0.7447
Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.8648
Epoch 6/8... Discriminator Loss: 1.3855... Generator Loss: 0.6833
Epoch 6/8... Discriminator Loss: 1.3981... Generator Loss: 0.9587
Epoch 6/8... Discriminator Loss: 1.3850... Generator Loss: 0.6967
Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.8619
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7586
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8181
Epoch 6/8... Discriminator Loss: 1.3769... Generator Loss: 0.7814
Epoch 6/8... Discriminator Loss: 1.3739... Generator Loss: 0.8063
Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7896
Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.8033
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.7899
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8083
Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.8017
Epoch 6/8... Discriminator Loss: 1.3740... Generator Loss: 0.7931
Epoch 6/8... Discriminator Loss: 1.3826... Generator Loss: 0.7812
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8190
Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.7821
Epoch 6/8... Discriminator Loss: 1.3761... Generator Loss: 0.8283
Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.7365
Epoch 6/8... Discriminator Loss: 1.3892... Generator Loss: 0.9120
Epoch 6/8... Discriminator Loss: 1.3894... Generator Loss: 0.6852
Epoch 6/8... Discriminator Loss: 1.3852... Generator Loss: 0.9036
Epoch 6/8... Discriminator Loss: 1.3842... Generator Loss: 0.7149
Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.8697
Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.7385
Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.8507
Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.7509
Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.8337
Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.7599
Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.8345
Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.7625
Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.8279
Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.7753
Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.8214
Epoch 6/8... Discriminator Loss: 1.3765... Generator Loss: 0.7708
Epoch 6/8... Discriminator Loss: 1.3764... Generator Loss: 0.8296
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.7614
Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.8462
Epoch 6/8... Discriminator Loss: 1.3807... Generator Loss: 0.7378
Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.8764
Epoch 6/8... Discriminator Loss: 1.3807... Generator Loss: 0.7169
Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.8997
Epoch 6/8... Discriminator Loss: 1.3864... Generator Loss: 0.7030
Epoch 6/8... Discriminator Loss: 1.3892... Generator Loss: 0.8936
Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.7253
Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.8585
Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.7527
Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.8442
Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.7558
Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.8564
Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7383
Epoch 6/8... Discriminator Loss: 1.3840... Generator Loss: 0.8675
Epoch 6/8... Discriminator Loss: 1.3837... Generator Loss: 0.7195
Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.8852
Epoch 6/8... Discriminator Loss: 1.3819... Generator Loss: 0.7126
Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.8796
Epoch 6/8... Discriminator Loss: 1.3768... Generator Loss: 0.7344
Epoch 6/8... Discriminator Loss: 1.3756... Generator Loss: 0.8468
Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.7521
Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.8299
Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7774
Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.8040
Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.7833
Epoch 6/8... Discriminator Loss: 1.3756... Generator Loss: 0.8162
Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.7801
Epoch 6/8... Discriminator Loss: 1.3757... Generator Loss: 0.8220
Epoch 6/8... Discriminator Loss: 1.3748... Generator Loss: 0.7722
Epoch 6/8... Discriminator Loss: 1.3765... Generator Loss: 0.8261
Epoch 6/8... Discriminator Loss: 1.3755... Generator Loss: 0.7578
Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.8576
Epoch 6/8... Discriminator Loss: 1.3860... Generator Loss: 0.7047
Epoch 6/8... Discriminator Loss: 1.3917... Generator Loss: 0.9282
Epoch 6/8... Discriminator Loss: 1.3900... Generator Loss: 0.6784
Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.8992
Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.7118
Epoch 6/8... Discriminator Loss: 1.3817... Generator Loss: 0.8715
Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7419
Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.8540
Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.7399
Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.8638
Epoch 6/8... Discriminator Loss: 1.3868... Generator Loss: 0.7199
Epoch 6/8... Discriminator Loss: 1.3832... Generator Loss: 0.9024
Epoch 6/8... Discriminator Loss: 1.3855... Generator Loss: 0.6911
Epoch 6/8... Discriminator Loss: 1.3865... Generator Loss: 0.9124
Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.7147
Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.8682
Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7480
Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.8380
Epoch 6/8... Discriminator Loss: 1.3759... Generator Loss: 0.7694
Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.8214
Epoch 6/8... Discriminator Loss: 1.3749... Generator Loss: 0.7825
Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.8053
Epoch 6/8... Discriminator Loss: 1.3799... Generator Loss: 0.7859
Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.8131
Epoch 6/8... Discriminator Loss: 1.3748... Generator Loss: 0.7920
Epoch 6/8... Discriminator Loss: 1.3763... Generator Loss: 0.8281
Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.7658
Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.8542
Epoch 6/8... Discriminator Loss: 1.3835... Generator Loss: 0.7132
Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.9061
Epoch 6/8... Discriminator Loss: 1.3835... Generator Loss: 0.6886
Epoch 6/8... Discriminator Loss: 1.3900... Generator Loss: 0.9315
Epoch 6/8... Discriminator Loss: 1.3857... Generator Loss: 0.7010
Epoch 6/8... Discriminator Loss: 1.3816... Generator Loss: 0.8762
Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.7493
Epoch 6/8... Discriminator Loss: 1.3768... Generator Loss: 0.8378
Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.7628
Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.8262
Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.7800
Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.8290
Epoch 6/8... Discriminator Loss: 1.3754... Generator Loss: 0.7684
Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.8247
Epoch 6/8... Discriminator Loss: 1.3767... Generator Loss: 0.7696
Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.8200
Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.7703
Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8290
Epoch 6/8... Discriminator Loss: 1.3757... Generator Loss: 0.7627
Epoch 6/8... Discriminator Loss: 1.3760... Generator Loss: 0.8451
Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.7416
Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.8877
Epoch 6/8... Discriminator Loss: 1.3857... Generator Loss: 0.6973
Epoch 6/8... Discriminator Loss: 1.3845... Generator Loss: 0.9044
Epoch 6/8... Discriminator Loss: 1.3846... Generator Loss: 0.7063
Epoch 6/8... Discriminator Loss: 1.3827... Generator Loss: 0.8765
Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.7403
Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.8492
Epoch 6/8... Discriminator Loss: 1.3967... Generator Loss: 0.7440
Epoch 6/8... Discriminator Loss: 1.3658... Generator Loss: 0.8567
Epoch 6/8... Discriminator Loss: 1.3929... Generator Loss: 0.6990
Epoch 6/8... Discriminator Loss: 1.3849... Generator Loss: 0.9164
Epoch 6/8... Discriminator Loss: 1.3871... Generator Loss: 0.6846
Epoch 6/8... Discriminator Loss: 1.3881... Generator Loss: 0.9076
Epoch 6/8... Discriminator Loss: 1.3837... Generator Loss: 0.7182
Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.8605
Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.7606
Epoch 6/8... Discriminator Loss: 1.3870... Generator Loss: 0.8210
Epoch 6/8... Discriminator Loss: 1.3798... Generator Loss: 0.8024
Epoch 6/8... Discriminator Loss: 1.3731... Generator Loss: 0.7964
Epoch 6/8... Discriminator Loss: 1.3819... Generator Loss: 0.7988
Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.7996
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7905
Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.7901
Epoch 6/8... Discriminator Loss: 1.3757... Generator Loss: 0.8165
Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.7660
Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.8421
Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.7465
Epoch 6/8... Discriminator Loss: 1.3815... Generator Loss: 0.8750
Epoch 6/8... Discriminator Loss: 1.3879... Generator Loss: 0.6958
Epoch 6/8... Discriminator Loss: 1.3873... Generator Loss: 0.9197
Epoch 6/8... Discriminator Loss: 1.3839... Generator Loss: 0.7124
Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.8693
Epoch 6/8... Discriminator Loss: 1.3811... Generator Loss: 0.7427
Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.8464
Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.7602
Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.8357
Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.7666
Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.8276
Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7654
Epoch 6/8... Discriminator Loss: 1.3768... Generator Loss: 0.8343
Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.7482
Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.8618
Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.7222
Epoch 6/8... Discriminator Loss: 1.3821... Generator Loss: 0.8861
Epoch 6/8... Discriminator Loss: 1.3874... Generator Loss: 0.6926
Epoch 6/8... Discriminator Loss: 1.3924... Generator Loss: 0.9265
Epoch 6/8... Discriminator Loss: 1.3889... Generator Loss: 0.6869
Epoch 6/8... Discriminator Loss: 1.3833... Generator Loss: 0.8774
Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.7527
Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.8235
Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.7742
Epoch 6/8... Discriminator Loss: 1.3734... Generator Loss: 0.8066
Epoch 6/8... Discriminator Loss: 1.3769... Generator Loss: 0.7910
Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.8046
Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.7868
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8106
Epoch 6/8... Discriminator Loss: 1.3762... Generator Loss: 0.7861
Epoch 6/8... Discriminator Loss: 1.3762... Generator Loss: 0.8187
Epoch 6/8... Discriminator Loss: 1.3755... Generator Loss: 0.7817
Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8237
Epoch 6/8... Discriminator Loss: 1.3814... Generator Loss: 0.7390
Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.8834
Epoch 6/8... Discriminator Loss: 1.3852... Generator Loss: 0.6933
Epoch 6/8... Discriminator Loss: 1.3896... Generator Loss: 0.9352
Epoch 6/8... Discriminator Loss: 1.3849... Generator Loss: 0.6998
Epoch 6/8... Discriminator Loss: 1.3818... Generator Loss: 0.8718
Epoch 6/8... Discriminator Loss: 1.3816... Generator Loss: 0.7467
Epoch 6/8... Discriminator Loss: 1.3752... Generator Loss: 0.8424
Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.7522
Epoch 6/8... Discriminator Loss: 1.3814... Generator Loss: 0.8481
Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.7475
Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.8498
Epoch 6/8... Discriminator Loss: 1.3824... Generator Loss: 0.7183
Epoch 6/8... Discriminator Loss: 1.3846... Generator Loss: 0.9116
Epoch 6/8... Discriminator Loss: 1.3922... Generator Loss: 0.6711
Epoch 6/8... Discriminator Loss: 1.3875... Generator Loss: 0.9138
Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.7327
Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.8467
Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.7658
Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.8128
Epoch 6/8... Discriminator Loss: 1.3765... Generator Loss: 0.7806
Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.8270
Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.7519
Epoch 6/8... Discriminator Loss: 1.3764... Generator Loss: 0.8461
Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7529
Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.8392
Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.7647
Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.8322
Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.7667
Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.8363
Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.7575
Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.8537
Epoch 6/8... Discriminator Loss: 1.3811... Generator Loss: 0.7171
Epoch 6/8... Discriminator Loss: 1.3862... Generator Loss: 0.9151
Epoch 6/8... Discriminator Loss: 1.3894... Generator Loss: 0.6878
Epoch 6/8... Discriminator Loss: 1.3836... Generator Loss: 0.8963
Epoch 6/8... Discriminator Loss: 1.3831... Generator Loss: 0.7188
Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.8535
Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7577
Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.8418
Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.7709
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8137
Epoch 6/8... Discriminator Loss: 1.3798... Generator Loss: 0.7990
Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.7887
Epoch 6/8... Discriminator Loss: 1.3756... Generator Loss: 0.7970
Epoch 6/8... Discriminator Loss: 1.3835... Generator Loss: 0.8015
Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.7795
Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.8315
Epoch 6/8... Discriminator Loss: 1.3754... Generator Loss: 0.7687
Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.8423
Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.7368
Epoch 6/8... Discriminator Loss: 1.3835... Generator Loss: 0.8950
Epoch 6/8... Discriminator Loss: 1.3883... Generator Loss: 0.6935
Epoch 6/8... Discriminator Loss: 1.3859... Generator Loss: 0.9056
Epoch 6/8... Discriminator Loss: 1.3829... Generator Loss: 0.7206
Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.8624
Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.7457
Epoch 6/8... Discriminator Loss: 1.3759... Generator Loss: 0.8466
Epoch 6/8... Discriminator Loss: 1.3762... Generator Loss: 0.7666
Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.8447
Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.7611
Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.8397
Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.7625
Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.8414
Epoch 6/8... Discriminator Loss: 1.3836... Generator Loss: 0.7348
Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.8740
Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.7101
Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.9082
Epoch 6/8... Discriminator Loss: 1.3845... Generator Loss: 0.6983
Epoch 6/8... Discriminator Loss: 1.3817... Generator Loss: 0.8869
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7377
Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.8454
Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.7637
Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.8325
Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7644
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8282
Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.7581
Epoch 6/8... Discriminator Loss: 1.3795... Generator Loss: 0.8342
Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7617
Epoch 6/8... Discriminator Loss: 1.3795... Generator Loss: 0.8465
Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.7449
Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.8531
Epoch 6/8... Discriminator Loss: 1.3820... Generator Loss: 0.7391
Epoch 6/8... Discriminator Loss: 1.3755... Generator Loss: 0.8366
Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.7546
Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.8589
Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.7215
Epoch 6/8... Discriminator Loss: 1.3850... Generator Loss: 0.8916
Epoch 6/8... Discriminator Loss: 1.3833... Generator Loss: 0.7113
Epoch 6/8... Discriminator Loss: 1.3857... Generator Loss: 0.8873
Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.7272
Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.8666
Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.7500
Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.8389
Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.7636
Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.8273
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.7679
Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.8317
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.7673
Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.8264
Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.7731
Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.8236
Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.7750
Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.8154
Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.7770
Epoch 6/8... Discriminator Loss: 1.3751... Generator Loss: 0.8280
Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.7634
Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.8436
Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.7416
Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.8901
Epoch 6/8... Discriminator Loss: 1.3887... Generator Loss: 0.6850
Epoch 6/8... Discriminator Loss: 1.3884... Generator Loss: 0.9262
Epoch 6/8... Discriminator Loss: 1.3884... Generator Loss: 0.6902
Epoch 6/8... Discriminator Loss: 1.3831... Generator Loss: 0.8973
Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.7216
Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.8622
Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.7496
Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.8355
Epoch 6/8... Discriminator Loss: 1.3767... Generator Loss: 0.7681
Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.8331
Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7565
Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.8567
Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.7363
Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.8733
Epoch 6/8... Discriminator Loss: 1.3811... Generator Loss: 0.7302
Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.8563
Epoch 6/8... Discriminator Loss: 1.3767... Generator Loss: 0.7627
Epoch 6/8... Discriminator Loss: 1.3749... Generator Loss: 0.8293
Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7586
Epoch 6/8... Discriminator Loss: 1.3755... Generator Loss: 0.8369
Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.7636
Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.8497
Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.7260
Epoch 6/8... Discriminator Loss: 1.3852... Generator Loss: 0.8929
Epoch 6/8... Discriminator Loss: 1.3842... Generator Loss: 0.7054
Epoch 6/8... Discriminator Loss: 1.3823... Generator Loss: 0.8873
Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.7309
Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.8588
Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.7365
Epoch 6/8... Discriminator Loss: 1.3808... Generator Loss: 0.8675
Epoch 6/8... Discriminator Loss: 1.3814... Generator Loss: 0.7242
Epoch 6/8... Discriminator Loss: 1.3835... Generator Loss: 0.8901
Epoch 6/8... Discriminator Loss: 1.3832... Generator Loss: 0.7177
Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.8638
Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.7488
Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.8453
Epoch 6/8... Discriminator Loss: 1.3759... Generator Loss: 0.7602
Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.8309
Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.7685
Epoch 6/8... Discriminator Loss: 1.3760... Generator Loss: 0.8321
Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.7600
Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.8420
Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.7556
Epoch 6/8... Discriminator Loss: 1.3764... Generator Loss: 0.8472
Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.7496
Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.8463
Epoch 6/8... Discriminator Loss: 1.3795... Generator Loss: 0.7462
Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.8553
Epoch 6/8... Discriminator Loss: 1.3804... Generator Loss: 0.7359
Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.8714
Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.7234
Epoch 6/8... Discriminator Loss: 1.3830... Generator Loss: 0.8810
Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.7300
Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.8554
Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.7558
Epoch 6/8... Discriminator Loss: 1.3765... Generator Loss: 0.8308
Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.7652
Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.8298
Epoch 6/8... Discriminator Loss: 1.3763... Generator Loss: 0.7733
Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8270
Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.7645
Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.8332
Epoch 6/8... Discriminator Loss: 1.3753... Generator Loss: 0.7662
Epoch 6/8... Discriminator Loss: 1.3769... Generator Loss: 0.8290
Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.7652
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8442
Epoch 6/8... Discriminator Loss: 1.3799... Generator Loss: 0.7328
Epoch 6/8... Discriminator Loss: 1.3827... Generator Loss: 0.8876
Epoch 6/8... Discriminator Loss: 1.3819... Generator Loss: 0.7122
Epoch 6/8... Discriminator Loss: 1.3836... Generator Loss: 0.8868
Epoch 6/8... Discriminator Loss: 1.3821... Generator Loss: 0.7241
Epoch 6/8... Discriminator Loss: 1.3798... Generator Loss: 0.8628
Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.7499
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8422
Epoch 6/8... Discriminator Loss: 1.3765... Generator Loss: 0.7621
Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8265
Epoch 6/8... Discriminator Loss: 1.3763... Generator Loss: 0.7691
Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.8311
Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.7574
Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.8356
Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.7503
Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.8446
Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7507
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8554
Epoch 6/8... Discriminator Loss: 1.3820... Generator Loss: 0.7262
Epoch 6/8... Discriminator Loss: 1.3828... Generator Loss: 0.8922
Epoch 6/8... Discriminator Loss: 1.3841... Generator Loss: 0.7039
Epoch 6/8... Discriminator Loss: 1.3879... Generator Loss: 0.9091
Epoch 6/8... Discriminator Loss: 1.3884... Generator Loss: 0.6956
Epoch 6/8... Discriminator Loss: 1.3833... Generator Loss: 0.8925
Epoch 6/8... Discriminator Loss: 1.3803... Generator Loss: 0.7322
Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.8458
Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.7552
Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.8275
Epoch 6/8... Discriminator Loss: 1.3761... Generator Loss: 0.7763
Epoch 6/8... Discriminator Loss: 1.3760... Generator Loss: 0.8133
Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.7926
Epoch 6/8... Discriminator Loss: 1.3735... Generator Loss: 0.8079
Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.7896
Epoch 6/8... Discriminator Loss: 1.3758... Generator Loss: 0.8035
Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.7868
Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.8154
Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.7690
Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.8348
Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.7488
Epoch 6/8... Discriminator Loss: 1.3808... Generator Loss: 0.8709
Epoch 6/8... Discriminator Loss: 1.3828... Generator Loss: 0.7135
Epoch 6/8... Discriminator Loss: 1.3836... Generator Loss: 0.9061
Epoch 6/8... Discriminator Loss: 1.3832... Generator Loss: 0.7111
Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.8860
Epoch 6/8... Discriminator Loss: 1.3811... Generator Loss: 0.7215
Epoch 6/8... Discriminator Loss: 1.3808... Generator Loss: 0.8717
Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.7309
Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.8570
Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.7491
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8394
Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.7537
Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.8439
Epoch 6/8... Discriminator Loss: 1.3767... Generator Loss: 0.7631
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8313
Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.7580
Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.8500
Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.7353
Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.8834
Epoch 6/8... Discriminator Loss: 1.3841... Generator Loss: 0.7080
Epoch 6/8... Discriminator Loss: 1.3847... Generator Loss: 0.8956
Epoch 6/8... Discriminator Loss: 1.3808... Generator Loss: 0.7244
Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.8658
Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.7435
Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.8477
Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.7583
Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.8334
Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.7656
Epoch 6/8... Discriminator Loss: 1.3767... Generator Loss: 0.8275
Epoch 6/8... Discriminator Loss: 1.3758... Generator Loss: 0.7726
Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8287
Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.7675
Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.8374
Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.7548
Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.8590
Epoch 6/8... Discriminator Loss: 1.3808... Generator Loss: 0.7271
Epoch 6/8... Discriminator Loss: 1.3821... Generator Loss: 0.8826
Epoch 6/8... Discriminator Loss: 1.3808... Generator Loss: 0.7295
Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.8690
Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.7376
Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8551
Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.7490
Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8465
Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.7507
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8530
Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7450
Epoch 6/8... Discriminator Loss: 1.3799... Generator Loss: 0.8570
Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.7410
Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.8670
Epoch 6/8... Discriminator Loss: 1.3815... Generator Loss: 0.7238
Epoch 6/8... Discriminator Loss: 1.3820... Generator Loss: 0.8750
Epoch 6/8... Discriminator Loss: 1.3799... Generator Loss: 0.7404
Epoch 6/8... Discriminator Loss: 1.3819... Generator Loss: 0.8784
Epoch 6/8... Discriminator Loss: 1.3828... Generator Loss: 0.7138
Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.8792
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7382
Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.8506
Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.7576
Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.8428
Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.7506
Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.8516
Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.7439
Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.8529
Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7456
Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.8621
Epoch 6/8... Discriminator Loss: 1.3821... Generator Loss: 0.7259
Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.8773
Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.7250
Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.8682
Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.7394
Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.8493
Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.7590
Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.8289
Epoch 6/8... Discriminator Loss: 1.3763... Generator Loss: 0.7704
Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.8198
Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.7716
Epoch 6/8... Discriminator Loss: 1.3760... Generator Loss: 0.8314
Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.7548
Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.8552
Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.7390
Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.8700
Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.7234
Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.8801
Epoch 6/8... Discriminator Loss: 1.3810... Generator Loss: 0.7280
Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.8643
Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.7447
Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.8498
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.7553
Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.8375
Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.7601
Epoch 6/8... Discriminator Loss: 1.3764... Generator Loss: 0.8408
Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.7449
Epoch 6/8... Discriminator Loss: 1.3795... Generator Loss: 0.8582
Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.7421
Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.8562
Epoch 6/8... Discriminator Loss: 1.3808... Generator Loss: 0.7307
Epoch 6/8... Discriminator Loss: 1.3829... Generator Loss: 0.8820
Epoch 6/8... Discriminator Loss: 1.3837... Generator Loss: 0.7094
Epoch 6/8... Discriminator Loss: 1.3833... Generator Loss: 0.8891
Epoch 6/8... Discriminator Loss: 1.3810... Generator Loss: 0.7278
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8642
Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.7446
Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.8480
Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.7441
Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.8560
Epoch 6/8... Discriminator Loss: 1.3798... Generator Loss: 0.7339
Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.8706
Epoch 6/8... Discriminator Loss: 1.3819... Generator Loss: 0.7191
Epoch 6/8... Discriminator Loss: 1.3828... Generator Loss: 0.8804
Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.7375
Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.8535
Epoch 6/8... Discriminator Loss: 1.3798... Generator Loss: 0.7473
Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.8458
Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.7605
Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.8391
Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.7576
Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.8397
Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.7534
Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.8434
Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7505
Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.8483
Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.7507
Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.8477
Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.7535
Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.8466
Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.7494
Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.8471
Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.7283
Epoch 6/8... Discriminator Loss: 1.3830... Generator Loss: 0.8829
Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.7239
Epoch 6/8... Discriminator Loss: 1.3798... Generator Loss: 0.8710
Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.7413
Epoch 6/8... Discriminator Loss: 1.3795... Generator Loss: 0.8487
Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.7585
Epoch 6/8... Discriminator Loss: 1.3767... Generator Loss: 0.8474
Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.7459
Epoch 6/8... Discriminator Loss: 1.3804... Generator Loss: 0.8665
Epoch 6/8... Discriminator Loss: 1.3799... Generator Loss: 0.7299
Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.8756
Epoch 6/8... Discriminator Loss: 1.3810... Generator Loss: 0.7210
Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.8752
Epoch 6/8... Discriminator Loss: 1.3860... Generator Loss: 0.7130
Epoch 6/8... Discriminator Loss: 1.3809... Generator Loss: 0.8845
Epoch 6/8... Discriminator Loss: 1.3809... Generator Loss: 0.7255
Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.8558
Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.7528
Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.8307
Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.7682
Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.8349
Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.7414
Epoch 6/8... Discriminator Loss: 1.3815... Generator Loss: 0.8849
Epoch 6/8... Discriminator Loss: 1.3867... Generator Loss: 0.6943
Epoch 6/8... Discriminator Loss: 1.3896... Generator Loss: 0.9015
Epoch 6/8... Discriminator Loss: 1.4015... Generator Loss: 0.6325
Epoch 6/8... Discriminator Loss: 1.3858... Generator Loss: 0.8947
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7348
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8510
Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7520
Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.8318
Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.7720
Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8211
Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7757
Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.8270
Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.7703
Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8243
Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.7794
Epoch 6/8... Discriminator Loss: 1.3752... Generator Loss: 0.8215
Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7666
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8286
Epoch 6/8... Discriminator Loss: 1.3768... Generator Loss: 0.7704
Epoch 6/8... Discriminator Loss: 1.3767... Generator Loss: 0.8281
Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7704
Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.8273
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.7664
Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.8390
Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.7596
Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.8395
Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7557
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8450
Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7505
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8555
Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.7405
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8609
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7401
Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.8594
Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.7450
Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.8579
Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.7367
Epoch 6/8... Discriminator Loss: 1.3798... Generator Loss: 0.8615
Epoch 6/8... Discriminator Loss: 1.3810... Generator Loss: 0.7331
Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.8627
Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.7441
Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.8526
Epoch 6/8... Discriminator Loss: 1.3799... Generator Loss: 0.7421
Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.8513
Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.7498
Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.8634
Epoch 6/8... Discriminator Loss: 1.3819... Generator Loss: 0.7204
Epoch 6/8... Discriminator Loss: 1.3842... Generator Loss: 0.8962
Epoch 6/8... Discriminator Loss: 1.3807... Generator Loss: 0.7263
Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.8541
Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.7575
Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.8361
Epoch 6/8... Discriminator Loss: 1.3760... Generator Loss: 0.7662
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8252
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7707
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8279
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7550
Epoch 7/8... Discriminator Loss: 1.3798... Generator Loss: 0.8620
Epoch 7/8... Discriminator Loss: 1.3844... Generator Loss: 0.7283
Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.8748
Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7337
Epoch 7/8... Discriminator Loss: 1.3877... Generator Loss: 0.8796
Epoch 7/8... Discriminator Loss: 1.3853... Generator Loss: 0.7028
Epoch 7/8... Discriminator Loss: 1.3851... Generator Loss: 0.9104
Epoch 7/8... Discriminator Loss: 1.3831... Generator Loss: 0.7108
Epoch 7/8... Discriminator Loss: 1.3813... Generator Loss: 0.8853
Epoch 7/8... Discriminator Loss: 1.4361... Generator Loss: 0.5717
Epoch 7/8... Discriminator Loss: 1.4112... Generator Loss: 1.0267
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7667
Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.8062
Epoch 7/8... Discriminator Loss: 1.3760... Generator Loss: 0.7953
Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7994
Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.7952
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7960
Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.8021
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7909
Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.8094
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.7920
Epoch 7/8... Discriminator Loss: 1.3751... Generator Loss: 0.8050
Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.7923
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8036
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7937
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8036
Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.7848
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8166
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7709
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8329
Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.7659
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8137
Epoch 7/8... Discriminator Loss: 1.3795... Generator Loss: 0.7825
Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.8165
Epoch 7/8... Discriminator Loss: 1.3758... Generator Loss: 0.7643
Epoch 7/8... Discriminator Loss: 1.3803... Generator Loss: 0.8287
Epoch 7/8... Discriminator Loss: 1.3834... Generator Loss: 0.7648
Epoch 7/8... Discriminator Loss: 1.3954... Generator Loss: 0.9323
Epoch 7/8... Discriminator Loss: 1.4047... Generator Loss: 0.6279
Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.8957
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7640
Epoch 7/8... Discriminator Loss: 1.3759... Generator Loss: 0.8130
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7940
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.7991
Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7863
Epoch 7/8... Discriminator Loss: 1.3755... Generator Loss: 0.8079
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.7954
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7955
Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.7963
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7976
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8026
Epoch 7/8... Discriminator Loss: 1.3743... Generator Loss: 0.7925
Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7970
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.8044
Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.7847
Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.8059
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7877
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.8107
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.7821
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8165
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.7700
Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.8452
Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.7330
Epoch 7/8... Discriminator Loss: 1.3836... Generator Loss: 0.9074
Epoch 7/8... Discriminator Loss: 1.3917... Generator Loss: 0.6808
Epoch 7/8... Discriminator Loss: 1.3876... Generator Loss: 0.9191
Epoch 7/8... Discriminator Loss: 1.3813... Generator Loss: 0.7270
Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.8643
Epoch 7/8... Discriminator Loss: 1.3800... Generator Loss: 0.7394
Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.8613
Epoch 7/8... Discriminator Loss: 1.3798... Generator Loss: 0.7467
Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8388
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.7590
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8468
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7497
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.8544
Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.7468
Epoch 7/8... Discriminator Loss: 1.3794... Generator Loss: 0.8468
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7535
Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8482
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7526
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8465
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7537
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8399
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7612
Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.8430
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7526
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8405
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7478
Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.8666
Epoch 7/8... Discriminator Loss: 1.3840... Generator Loss: 0.7160
Epoch 7/8... Discriminator Loss: 1.3825... Generator Loss: 0.8855
Epoch 7/8... Discriminator Loss: 1.3799... Generator Loss: 0.7313
Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.8559
Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.7494
Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8372
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7825
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8167
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7631
Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.8321
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7608
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8406
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7493
Epoch 7/8... Discriminator Loss: 1.3800... Generator Loss: 0.8585
Epoch 7/8... Discriminator Loss: 1.3813... Generator Loss: 0.7258
Epoch 7/8... Discriminator Loss: 1.3832... Generator Loss: 0.8898
Epoch 7/8... Discriminator Loss: 1.3827... Generator Loss: 0.7125
Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.8691
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7499
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8423
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7624
Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.8337
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7669
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8330
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7551
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8468
Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.7380
Epoch 7/8... Discriminator Loss: 1.3816... Generator Loss: 0.8733
Epoch 7/8... Discriminator Loss: 1.3824... Generator Loss: 0.7180
Epoch 7/8... Discriminator Loss: 1.3798... Generator Loss: 0.8698
Epoch 7/8... Discriminator Loss: 1.3810... Generator Loss: 0.7367
Epoch 7/8... Discriminator Loss: 1.3792... Generator Loss: 0.8562
Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.7512
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.8432
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7578
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8399
Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.7591
Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.8422
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7548
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8427
Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7540
Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.8439
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.7568
Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.8376
Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7580
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8314
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7642
Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.8394
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7562
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8450
Epoch 7/8... Discriminator Loss: 1.3799... Generator Loss: 0.7501
Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.8605
Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.7266
Epoch 7/8... Discriminator Loss: 1.3832... Generator Loss: 0.8847
Epoch 7/8... Discriminator Loss: 1.3841... Generator Loss: 0.7033
Epoch 7/8... Discriminator Loss: 1.3870... Generator Loss: 0.9050
Epoch 7/8... Discriminator Loss: 1.3835... Generator Loss: 0.7063
Epoch 7/8... Discriminator Loss: 1.3809... Generator Loss: 0.8579
Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.7325
Epoch 7/8... Discriminator Loss: 1.3818... Generator Loss: 0.8808
Epoch 7/8... Discriminator Loss: 1.3798... Generator Loss: 0.7334
Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8509
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7600
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8291
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7649
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8150
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7672
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8390
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7490
Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.8625
Epoch 7/8... Discriminator Loss: 1.3828... Generator Loss: 0.7185
Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.8944
Epoch 7/8... Discriminator Loss: 1.3821... Generator Loss: 0.7134
Epoch 7/8... Discriminator Loss: 1.3794... Generator Loss: 0.8714
Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7470
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8420
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7649
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8268
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.7708
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8317
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7614
Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.8355
Epoch 7/8... Discriminator Loss: 1.3758... Generator Loss: 0.7757
Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.8267
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7354
Epoch 7/8... Discriminator Loss: 1.3846... Generator Loss: 0.8904
Epoch 7/8... Discriminator Loss: 1.3993... Generator Loss: 0.6731
Epoch 7/8... Discriminator Loss: 1.3888... Generator Loss: 0.9328
Epoch 7/8... Discriminator Loss: 1.3841... Generator Loss: 0.7257
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8464
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.7663
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.8243
Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7772
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8123
Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7873
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.8028
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7921
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7995
Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.7997
Epoch 7/8... Discriminator Loss: 1.3760... Generator Loss: 0.8013
Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.7923
Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.8105
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.7840
Epoch 7/8... Discriminator Loss: 1.3810... Generator Loss: 0.8140
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7623
Epoch 7/8... Discriminator Loss: 1.3821... Generator Loss: 0.8502
Epoch 7/8... Discriminator Loss: 1.3895... Generator Loss: 0.6778
Epoch 7/8... Discriminator Loss: 1.4009... Generator Loss: 0.9843
Epoch 7/8... Discriminator Loss: 1.3875... Generator Loss: 0.6822
Epoch 7/8... Discriminator Loss: 1.3819... Generator Loss: 0.8727
Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.7379
Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.8418
Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7468
Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.8724
Epoch 7/8... Discriminator Loss: 1.3841... Generator Loss: 0.7179
Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.8601
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7673
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8210
Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.7824
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8060
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7918
Epoch 7/8... Discriminator Loss: 1.3754... Generator Loss: 0.8033
Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7835
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8119
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7845
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8129
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7733
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.8528
Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7165
Epoch 7/8... Discriminator Loss: 1.3842... Generator Loss: 0.9011
Epoch 7/8... Discriminator Loss: 1.3834... Generator Loss: 0.7145
Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.8637
Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7560
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8307
Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7715
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.8196
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7784
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8141
Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.7860
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.8412
Epoch 7/8... Discriminator Loss: 1.3807... Generator Loss: 0.7185
Epoch 7/8... Discriminator Loss: 1.3910... Generator Loss: 0.9315
Epoch 7/8... Discriminator Loss: 1.3869... Generator Loss: 0.6898
Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.8784
Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.7486
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8339
Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.7711
Epoch 7/8... Discriminator Loss: 1.3757... Generator Loss: 0.8215
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7832
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.8069
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7943
Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.8053
Epoch 7/8... Discriminator Loss: 1.3754... Generator Loss: 0.7889
Epoch 7/8... Discriminator Loss: 1.3755... Generator Loss: 0.7951
Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.8142
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7695
Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.8541
Epoch 7/8... Discriminator Loss: 1.3909... Generator Loss: 0.6752
Epoch 7/8... Discriminator Loss: 1.3911... Generator Loss: 0.9459
Epoch 7/8... Discriminator Loss: 1.3831... Generator Loss: 0.7125
Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.8500
Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7689
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8190
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7807
Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.8102
Epoch 7/8... Discriminator Loss: 1.3756... Generator Loss: 0.7866
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8087
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7889
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8067
Epoch 7/8... Discriminator Loss: 1.3758... Generator Loss: 0.7886
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8101
Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.7845
Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.8130
Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7793
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8332
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7491
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.8642
Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.7270
Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.8833
Epoch 7/8... Discriminator Loss: 1.3833... Generator Loss: 0.7145
Epoch 7/8... Discriminator Loss: 1.3821... Generator Loss: 0.8866
Epoch 7/8... Discriminator Loss: 1.3820... Generator Loss: 0.7296
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8558
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7555
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8351
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7679
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8265
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.7732
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8214
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7753
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8233
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7738
Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.8244
Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.7748
Epoch 7/8... Discriminator Loss: 1.3751... Generator Loss: 0.8171
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7710
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8441
Epoch 7/8... Discriminator Loss: 1.3820... Generator Loss: 0.7222
Epoch 7/8... Discriminator Loss: 1.3856... Generator Loss: 0.9124
Epoch 7/8... Discriminator Loss: 1.3863... Generator Loss: 0.6935
Epoch 7/8... Discriminator Loss: 1.3830... Generator Loss: 0.8956
Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.7301
Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.8546
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7551
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8386
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7657
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8253
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7693
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8277
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7661
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8435
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7469
Epoch 7/8... Discriminator Loss: 1.3798... Generator Loss: 0.8626
Epoch 7/8... Discriminator Loss: 1.3798... Generator Loss: 0.7328
Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.8665
Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.7404
Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.8519
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7573
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8353
Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7673
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.8213
Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.7743
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8223
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7715
Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8387
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7483
Epoch 7/8... Discriminator Loss: 1.3800... Generator Loss: 0.8701
Epoch 7/8... Discriminator Loss: 1.3893... Generator Loss: 0.6810
Epoch 7/8... Discriminator Loss: 1.3922... Generator Loss: 0.9402
Epoch 7/8... Discriminator Loss: 1.3860... Generator Loss: 0.6966
Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.8814
Epoch 7/8... Discriminator Loss: 1.3792... Generator Loss: 0.7366
Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8467
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7608
Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.8332
Epoch 7/8... Discriminator Loss: 1.3816... Generator Loss: 0.7250
Epoch 7/8... Discriminator Loss: 1.3869... Generator Loss: 0.9199
Epoch 7/8... Discriminator Loss: 1.3864... Generator Loss: 0.6915
Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.8801
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7465
Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.8355
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7660
Epoch 7/8... Discriminator Loss: 1.3798... Generator Loss: 0.8337
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7589
Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.8417
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7557
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.8584
Epoch 7/8... Discriminator Loss: 1.3817... Generator Loss: 0.7377
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8502
Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.7437
Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8527
Epoch 7/8... Discriminator Loss: 1.3795... Generator Loss: 0.7477
Epoch 7/8... Discriminator Loss: 1.3788... Generator Loss: 0.8429
Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7570
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.8423
Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.7530
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8364
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7678
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.8269
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.7705
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.8282
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7675
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8274
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7611
Epoch 7/8... Discriminator Loss: 1.3788... Generator Loss: 0.8503
Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.7448
Epoch 7/8... Discriminator Loss: 1.3802... Generator Loss: 0.8655
Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.7333
Epoch 7/8... Discriminator Loss: 1.3800... Generator Loss: 0.8654
Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.7417
Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.8552
Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.7406
Epoch 7/8... Discriminator Loss: 1.3800... Generator Loss: 0.8622
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7431
Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.8476
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7591
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.8306
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.7678
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8278
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7661
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8489
Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.7266
Epoch 7/8... Discriminator Loss: 1.3819... Generator Loss: 0.8782
Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.7283
Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8619
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7428
Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.8501
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7563
Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8386
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7636
Epoch 7/8... Discriminator Loss: 1.3809... Generator Loss: 0.8304
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7580
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8491
Epoch 7/8... Discriminator Loss: 1.3819... Generator Loss: 0.7455
Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.8685
Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.7273
Epoch 7/8... Discriminator Loss: 1.3845... Generator Loss: 0.8979
Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7159
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8596
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7500
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8452
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7582
Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8411
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7584
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.8342
Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.7577
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8707
Epoch 7/8... Discriminator Loss: 1.3986... Generator Loss: 0.6460
Epoch 7/8... Discriminator Loss: 1.4069... Generator Loss: 1.0111
Epoch 7/8... Discriminator Loss: 1.3835... Generator Loss: 0.7201
Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.8295
Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.7795
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8204
Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7832
Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.8010
Epoch 7/8... Discriminator Loss: 1.3756... Generator Loss: 0.7973
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8015
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7948
Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.8039
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7919
Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.8057
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7835
Epoch 7/8... Discriminator Loss: 1.3757... Generator Loss: 0.8070
Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7853
Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.8128
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7795
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8400
Epoch 7/8... Discriminator Loss: 1.3811... Generator Loss: 0.7198
Epoch 7/8... Discriminator Loss: 1.3896... Generator Loss: 0.9305
Epoch 7/8... Discriminator Loss: 1.3845... Generator Loss: 0.7051
Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.8678
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7573
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.8324
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7714
Epoch 7/8... Discriminator Loss: 1.3832... Generator Loss: 0.8228
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.7631
Epoch 7/8... Discriminator Loss: 1.3851... Generator Loss: 0.9019
Epoch 7/8... Discriminator Loss: 1.3896... Generator Loss: 0.6807
Epoch 7/8... Discriminator Loss: 1.3822... Generator Loss: 0.8844
Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.7523
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8229
Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.7858
Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.8077
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7879
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8085
Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.7828
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8207
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7704
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8326
Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.7589
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8446
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7446
Epoch 7/8... Discriminator Loss: 1.3802... Generator Loss: 0.8648
Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7354
Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8613
Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.7450
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8410
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7681
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8232
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7745
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8200
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7795
Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.8163
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7790
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.8183
Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.7691
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8404
Epoch 7/8... Discriminator Loss: 1.3838... Generator Loss: 0.7091
Epoch 7/8... Discriminator Loss: 1.3956... Generator Loss: 0.9598
Epoch 7/8... Discriminator Loss: 1.3879... Generator Loss: 0.6862
Epoch 7/8... Discriminator Loss: 1.3811... Generator Loss: 0.8724
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7578
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8235
Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7835
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8118
Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7875
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8069
Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.7925
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8009
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7968
Epoch 7/8... Discriminator Loss: 1.3759... Generator Loss: 0.7977
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7974
Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.7980
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7999
Epoch 7/8... Discriminator Loss: 1.3757... Generator Loss: 0.7973
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7983
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.8029
Epoch 7/8... Discriminator Loss: 1.3755... Generator Loss: 0.7894
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8155
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7620
Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.8633
Epoch 7/8... Discriminator Loss: 1.3854... Generator Loss: 0.6977
Epoch 7/8... Discriminator Loss: 1.3880... Generator Loss: 0.9247
Epoch 7/8... Discriminator Loss: 1.3836... Generator Loss: 0.7066
Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.8642
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7510
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8393
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.7663
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8293
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.7673
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8287
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.7669
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.8285
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7647
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8400
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7570
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8415
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7550
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.8417
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7525
Epoch 7/8... Discriminator Loss: 1.3788... Generator Loss: 0.8492
Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.7469
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.8537
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7435
Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.8544
Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.7477
Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.8473
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7568
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8380
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7634
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8338
Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7661
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8314
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7641
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8358
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7566
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8480
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7435
Epoch 7/8... Discriminator Loss: 1.3792... Generator Loss: 0.8612
Epoch 7/8... Discriminator Loss: 1.3795... Generator Loss: 0.7380
Epoch 7/8... Discriminator Loss: 1.3799... Generator Loss: 0.8641
Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7373
Epoch 7/8... Discriminator Loss: 1.3794... Generator Loss: 0.8581
Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.7481
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8451
Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7559
Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.8388
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7619
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8368
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7579
Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8516
Epoch 7/8... Discriminator Loss: 1.3794... Generator Loss: 0.7388
Epoch 7/8... Discriminator Loss: 1.3811... Generator Loss: 0.8723
Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.7265
Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.8719
Epoch 7/8... Discriminator Loss: 1.3795... Generator Loss: 0.7390
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.8558
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.7548
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8400
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7615
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8330
Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7664
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8271
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7598
Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.8582
Epoch 7/8... Discriminator Loss: 1.3828... Generator Loss: 0.7140
Epoch 7/8... Discriminator Loss: 1.3862... Generator Loss: 0.9107
Epoch 7/8... Discriminator Loss: 1.3830... Generator Loss: 0.7127
Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.8639
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7511
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8369
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7643
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8276
Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.7693
Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.8524
Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.7255
Epoch 7/8... Discriminator Loss: 1.3841... Generator Loss: 0.8989
Epoch 7/8... Discriminator Loss: 1.3819... Generator Loss: 0.7166
Epoch 7/8... Discriminator Loss: 1.3799... Generator Loss: 0.8683
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7524
Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.8336
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7692
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8221
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7772
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8192
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7798
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.8162
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7828
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8168
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7755
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.8216
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.7771
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.8462
Epoch 7/8... Discriminator Loss: 1.3809... Generator Loss: 0.7227
Epoch 7/8... Discriminator Loss: 1.3852... Generator Loss: 0.9101
Epoch 7/8... Discriminator Loss: 1.3828... Generator Loss: 0.7140
Epoch 7/8... Discriminator Loss: 1.3802... Generator Loss: 0.8715
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7414
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.8478
Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7608
Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.8283
Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.7745
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8212
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.7758
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8197
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7768
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8222
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7711
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8328
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7556
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8534
Epoch 7/8... Discriminator Loss: 1.3799... Generator Loss: 0.7358
Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.8718
Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.7286
Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.8700
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7395
Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.8568
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7479
Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.8660
Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.7229
Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.8792
Epoch 7/8... Discriminator Loss: 1.3802... Generator Loss: 0.7359
Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.8503
Epoch 7/8... Discriminator Loss: 1.3935... Generator Loss: 0.6834
Epoch 7/8... Discriminator Loss: 1.3937... Generator Loss: 0.9445
Epoch 7/8... Discriminator Loss: 1.3865... Generator Loss: 0.6926
Epoch 7/8... Discriminator Loss: 1.3884... Generator Loss: 0.9175
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7332
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8401
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7717
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8291
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7786
Epoch 7/8... Discriminator Loss: 1.3758... Generator Loss: 0.8143
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.7778
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8158
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.7839
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.8087
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7905
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8060
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7903
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8093
Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.7822
Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.8191
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7746
Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.8360
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7381
Epoch 7/8... Discriminator Loss: 1.3833... Generator Loss: 0.8949
Epoch 7/8... Discriminator Loss: 1.3834... Generator Loss: 0.7075
Epoch 7/8... Discriminator Loss: 1.3825... Generator Loss: 0.8870
Epoch 8/8... Discriminator Loss: 1.3804... Generator Loss: 0.7363
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8459
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7640
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8245
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7714
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8259
Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.7753
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8237
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7672
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8379
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7507
Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.8565
Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.7378
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.8641
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7410
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8491
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7581
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8324
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7674
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8244
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7724
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8256
Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7737
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8288
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7673
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8334
Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.7514
Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.8598
Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.7275
Epoch 8/8... Discriminator Loss: 1.3821... Generator Loss: 0.8938
Epoch 8/8... Discriminator Loss: 1.3868... Generator Loss: 0.6908
Epoch 8/8... Discriminator Loss: 1.3840... Generator Loss: 0.8880
Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.7338
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.8389
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7688
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8222
Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7792
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.8221
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7708
Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8459
Epoch 8/8... Discriminator Loss: 1.3819... Generator Loss: 0.7283
Epoch 8/8... Discriminator Loss: 1.3881... Generator Loss: 0.9229
Epoch 8/8... Discriminator Loss: 1.3886... Generator Loss: 0.6821
Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.8788
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.7588
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8280
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7672
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8367
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7624
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8243
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7733
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8205
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7673
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8372
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.7569
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8434
Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.7472
Epoch 8/8... Discriminator Loss: 1.3805... Generator Loss: 0.8716
Epoch 8/8... Discriminator Loss: 1.3821... Generator Loss: 0.7262
Epoch 8/8... Discriminator Loss: 1.3801... Generator Loss: 0.8658
Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.7393
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8548
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.7501
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8473
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7490
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8561
Epoch 8/8... Discriminator Loss: 1.3828... Generator Loss: 0.7100
Epoch 8/8... Discriminator Loss: 1.3880... Generator Loss: 0.9268
Epoch 8/8... Discriminator Loss: 1.3823... Generator Loss: 0.7143
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8488
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7673
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8199
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7829
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8098
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7900
Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.8044
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7925
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.8040
Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.7946
Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.8014
Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.7965
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7983
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7980
Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7990
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7982
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7992
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7969
Epoch 8/8... Discriminator Loss: 1.3755... Generator Loss: 0.7958
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8071
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7658
Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.8801
Epoch 8/8... Discriminator Loss: 1.3879... Generator Loss: 0.6842
Epoch 8/8... Discriminator Loss: 1.3872... Generator Loss: 0.9210
Epoch 8/8... Discriminator Loss: 1.3818... Generator Loss: 0.7208
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8496
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7688
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8176
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7843
Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.8092
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7896
Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.8084
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7893
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8077
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7886
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8093
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7843
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8174
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7763
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8305
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.7564
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8552
Epoch 8/8... Discriminator Loss: 1.3802... Generator Loss: 0.7306
Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.8790
Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.7249
Epoch 8/8... Discriminator Loss: 1.3801... Generator Loss: 0.8711
Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.7350
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.8614
Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.7431
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8517
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.7515
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.8500
Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.7390
Epoch 8/8... Discriminator Loss: 1.3805... Generator Loss: 0.8716
Epoch 8/8... Discriminator Loss: 1.3804... Generator Loss: 0.7297
Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.8633
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7483
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8411
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7632
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8303
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7732
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8261
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7693
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8531
Epoch 8/8... Discriminator Loss: 1.3862... Generator Loss: 0.6919
Epoch 8/8... Discriminator Loss: 1.3918... Generator Loss: 0.9444
Epoch 8/8... Discriminator Loss: 1.3820... Generator Loss: 0.7160
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8466
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7723
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8153
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7750
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8193
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7747
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8235
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7725
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.8245
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7709
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8288
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7670
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8390
Epoch 8/8... Discriminator Loss: 1.3823... Generator Loss: 0.7141
Epoch 8/8... Discriminator Loss: 1.3911... Generator Loss: 0.9426
Epoch 8/8... Discriminator Loss: 1.3844... Generator Loss: 0.7030
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.8590
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7644
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8195
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7842
Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.8080
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.7857
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8079
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7773
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8360
Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.7435
Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.8652
Epoch 8/8... Discriminator Loss: 1.3800... Generator Loss: 0.7338
Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.8629
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7465
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8457
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7625
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8432
Epoch 8/8... Discriminator Loss: 1.3826... Generator Loss: 0.7224
Epoch 8/8... Discriminator Loss: 1.3949... Generator Loss: 0.9649
Epoch 8/8... Discriminator Loss: 1.3928... Generator Loss: 0.6661
Epoch 8/8... Discriminator Loss: 1.3814... Generator Loss: 0.8740
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7624
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8155
Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.7893
Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.8059
Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.7909
Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.8036
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7913
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8024
Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.7995
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7717
Epoch 8/8... Discriminator Loss: 1.3870... Generator Loss: 0.9148
Epoch 8/8... Discriminator Loss: 1.3856... Generator Loss: 0.6983
Epoch 8/8... Discriminator Loss: 1.3815... Generator Loss: 0.8712
Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.7424
Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.8722
Epoch 8/8... Discriminator Loss: 1.3827... Generator Loss: 0.7219
Epoch 8/8... Discriminator Loss: 1.3828... Generator Loss: 0.8977
Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.7415
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8312
Epoch 8/8... Discriminator Loss: 1.3757... Generator Loss: 0.7740
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8193
Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7713
Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8572
Epoch 8/8... Discriminator Loss: 1.3815... Generator Loss: 0.7233
Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.8830
Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.7393
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8393
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7690
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8196
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7832
Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.8111
Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.7890
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8101
Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.7842
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8198
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7710
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8307
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7604
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8567
Epoch 8/8... Discriminator Loss: 1.3802... Generator Loss: 0.7319
Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.8712
Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.7416
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8413
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7579
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8385
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.7608
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8335
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7690
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8275
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7703
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8296
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7664
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8339
Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.7565
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8541
Epoch 8/8... Discriminator Loss: 1.3799... Generator Loss: 0.7305
Epoch 8/8... Discriminator Loss: 1.3815... Generator Loss: 0.8820
Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.7271
Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.8588
Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.7584
Epoch 8/8... Discriminator Loss: 1.3814... Generator Loss: 0.8804
Epoch 8/8... Discriminator Loss: 1.3865... Generator Loss: 0.6931
Epoch 8/8... Discriminator Loss: 1.3840... Generator Loss: 0.8969
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7408
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8384
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7649
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.8213
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7810
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8104
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7853
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8074
Epoch 8/8... Discriminator Loss: 1.3751... Generator Loss: 0.7955
Epoch 8/8... Discriminator Loss: 1.3759... Generator Loss: 0.7938
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8047
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7687
Epoch 8/8... Discriminator Loss: 1.3878... Generator Loss: 0.9136
Epoch 8/8... Discriminator Loss: 1.3960... Generator Loss: 0.6541
Epoch 8/8... Discriminator Loss: 1.3845... Generator Loss: 0.9100
Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.7374
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8276
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7844
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.8074
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7891
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8032
Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.7959
Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.7986
Epoch 8/8... Discriminator Loss: 1.3756... Generator Loss: 0.7985
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7971
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7982
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7989
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7986
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8009
Epoch 8/8... Discriminator Loss: 1.3759... Generator Loss: 0.7935
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8062
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7842
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8272
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7584
Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8525
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7387
Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.8687
Epoch 8/8... Discriminator Loss: 1.3799... Generator Loss: 0.7302
Epoch 8/8... Discriminator Loss: 1.3815... Generator Loss: 0.8702
Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.7343
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.8570
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7477
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8519
Epoch 8/8... Discriminator Loss: 1.3925... Generator Loss: 0.6968
Epoch 8/8... Discriminator Loss: 1.3948... Generator Loss: 0.9558
Epoch 8/8... Discriminator Loss: 1.3842... Generator Loss: 0.7027
Epoch 8/8... Discriminator Loss: 1.3799... Generator Loss: 0.8648
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7598
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.8237
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7850
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.8066
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7930
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7969
Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.7992
Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.7971
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7955
Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.8021
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7973
Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.8000
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7903
Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.8153
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7697
Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.8522
Epoch 8/8... Discriminator Loss: 1.3836... Generator Loss: 0.7081
Epoch 8/8... Discriminator Loss: 1.3860... Generator Loss: 0.9135
Epoch 8/8... Discriminator Loss: 1.3811... Generator Loss: 0.7229
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8458
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7716
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8254
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7695
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8367
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7573
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8423
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.7565
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8381
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.7616
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8369
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7468
Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.8597
Epoch 8/8... Discriminator Loss: 1.3805... Generator Loss: 0.7348
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8555
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7532
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.8396
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7666
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8297
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7680
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8267
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7691
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8311
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7637
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8400
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7503
Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8574
Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.7389
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.8576
Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.7459
Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8496
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7566
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8337
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7697
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8273
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7737
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.8234
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7703
Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.8384
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.7582
Epoch 8/8... Discriminator Loss: 1.3815... Generator Loss: 0.8554
Epoch 8/8... Discriminator Loss: 1.3854... Generator Loss: 0.6977
Epoch 8/8... Discriminator Loss: 1.3856... Generator Loss: 0.9088
Epoch 8/8... Discriminator Loss: 1.3801... Generator Loss: 0.7303
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8445
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7690
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8216
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7789
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8151
Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7837
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8117
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7851
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.8108
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7864
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8141
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7776
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8248
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7672
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8429
Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.7431
Epoch 8/8... Discriminator Loss: 1.3804... Generator Loss: 0.8717
Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.7290
Epoch 8/8... Discriminator Loss: 1.3804... Generator Loss: 0.8636
Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.7457
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8445
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7596
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8372
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7642
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8301
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7696
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8286
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7687
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8291
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7677
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8321
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7641
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8358
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7598
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8429
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.7506
Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.8558
Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.7390
Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.8643
Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.7371
Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8606
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7436
Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.8538
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.7510
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8437
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7582
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8371
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7620
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8353
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7624
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8369
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7606
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8388
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.7563
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8417
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7483
Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.8625
Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.7281
Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.8745
Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.7296
Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.8645
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7436
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8493
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7552
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8458
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7493
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8488
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7361
Epoch 8/8... Discriminator Loss: 1.3821... Generator Loss: 0.8864
Epoch 8/8... Discriminator Loss: 1.3820... Generator Loss: 0.7152
Epoch 8/8... Discriminator Loss: 1.3819... Generator Loss: 0.8849
Epoch 8/8... Discriminator Loss: 1.3827... Generator Loss: 0.7152
Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.8690
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7429
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8422
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7622
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8412
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7543
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8457
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7560
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8374
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7649
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8369
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7623
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8363
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.7617
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8352
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.7570
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8419
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7583
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8395
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7596
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8370
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7625
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8332
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7646
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8393
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7528
Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.8522
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7492
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8461
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.7503
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8531
Epoch 8/8... Discriminator Loss: 1.3799... Generator Loss: 0.7398
Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8600
Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.7466
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8481
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7581
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8353
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7658
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.8306
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7655
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8357
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7580
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8439
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.7523
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8495
Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.7482
Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8520
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7479
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8483
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7550
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8431
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7552
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8439
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.7558
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8428
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7580
Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.8722
Epoch 8/8... Discriminator Loss: 1.3837... Generator Loss: 0.7063
Epoch 8/8... Discriminator Loss: 1.3826... Generator Loss: 0.8902
Epoch 8/8... Discriminator Loss: 1.3799... Generator Loss: 0.7337
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8472
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7653
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8248
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7781
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8147
Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.7864
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8118
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7813
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8213
Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7703
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8348
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.7557
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.8484
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7441
Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.8765
Epoch 8/8... Discriminator Loss: 1.3820... Generator Loss: 0.7171
Epoch 8/8... Discriminator Loss: 1.3814... Generator Loss: 0.8813
Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.7373
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8494
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7585
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8332
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7692
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.8303
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7569
Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8576
Epoch 8/8... Discriminator Loss: 1.3822... Generator Loss: 0.7219
Epoch 8/8... Discriminator Loss: 1.3877... Generator Loss: 0.9202
Epoch 8/8... Discriminator Loss: 1.3880... Generator Loss: 0.6898
Epoch 8/8... Discriminator Loss: 1.3801... Generator Loss: 0.8791
Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.7200
Epoch 8/8... Discriminator Loss: 1.3902... Generator Loss: 0.9296
Epoch 8/8... Discriminator Loss: 1.3846... Generator Loss: 0.7018
Epoch 8/8... Discriminator Loss: 1.3804... Generator Loss: 0.8652
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7600
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8287
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7745
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8207
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7793
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8176
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7810
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8240
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7511
Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.8655
Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.7319
Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.8565
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7585
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8276
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7690
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8327
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.7507
Epoch 8/8... Discriminator Loss: 1.3800... Generator Loss: 0.8593
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7461
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8423
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.7662
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8234
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7759
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8220
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7780
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8152
Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7804
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.8178
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7753
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8271
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7639
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8435
Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.7441
Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.8640
Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.7397
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.8535
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.7512
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8413
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7576
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8468
Epoch 8/8... Discriminator Loss: 1.3800... Generator Loss: 0.7319
Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.8711
Epoch 8/8... Discriminator Loss: 1.3804... Generator Loss: 0.7304
Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.8750
Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.7368
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8487
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7575
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8340
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7683
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8277
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7711
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8282
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7633
Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.8376
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7601
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8426
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7565
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8386
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7626
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8381
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.7529
Epoch 8/8... Discriminator Loss: 1.3799... Generator Loss: 0.8649
Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.7317
Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8620
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7497
Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.8582
Epoch 8/8... Discriminator Loss: 1.3806... Generator Loss: 0.7278
Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.8794
Epoch 8/8... Discriminator Loss: 1.3810... Generator Loss: 0.7301
Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8425
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7647
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8321
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7675
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.8266
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7737
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8214
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7781
Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.8198
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7736
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.8257
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7708
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8311
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.7622
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8443
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.7519
Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8516
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7450
Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.8540
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7503
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8444
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7591
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8356
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7662
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8303
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7693
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8252
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7714
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.8307
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7645
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8426
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.7472
Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.8614
Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.7359
Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.8651
Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.7397
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8509
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7582
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8351
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7672
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8283
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7709
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8266
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7717
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8283
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7671
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8372
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7572
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8447
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.7484
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.8568
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7409
Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.8614

Submitting This Project

When submitting this project, make sure to run all the cells before saving the notebook. Save the notebook file as "dlnd_face_generation.ipynb" and save it as a HTML file under "File" -> "Download as". Include the "helper.py" and "problem_unittests.py" files in your submission.